{
  "schema": "lod2-dl-neighborhood-v1",
  "status": "complete",
  "building_count": 24,
  "labels": {
    "raw": "原始候选点",
    "legacy_guarded": "历史保护规则",
    "linear": "线性基线",
    "point": "点云 MLP",
    "fusion": "特征融合 MLP",
    "context": "局部邻域网络",
    "context_fusion": "邻域＋光学融合",
    "gated": "邻域＋可靠性门控",
    "point_mlp": "点云 MLP",
    "fusion_mlp": "特征融合 MLP",
    "local_context": "局部邻域网络",
    "gated_fusion": "邻域＋可靠性门控"
  },
  "source_summary": [
    {
      "method": "linear",
      "clean": {
        "roof_retention": {
          "mean": 0.9864677328638153,
          "std": 8.678178151870844e-05
        },
        "tree8_rejection": {
          "mean": 0.28473426031792864,
          "std": 0.00089701519618009
        },
        "mean_iou": {
          "mean": 0.5909002978171419,
          "std": 0.0007448167621684704
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.1320220066682509,
          "std": 0.00022085600154077886
        },
        "fence_hedge4_rejection": {
          "mean": 0.09615557352016528,
          "std": 0.0007488247552561328
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.9864677328638153,
            "std": 8.678178151870844e-05
          },
          "tree8_rejection": {
            "mean": 0.28473426031792864,
            "std": 0.00089701519618009
          },
          "mean_iou": {
            "mean": 0.5909002978171419,
            "std": 0.0007448167621684704
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.1320220066682509,
            "std": 0.00022085600154077886
          },
          "fence_hedge4_rejection": {
            "mean": 0.09615557352016528,
            "std": 0.0007488247552561328
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.9864002804065896,
          "std": 0.00019560387546566462
        },
        "tree8_rejection": {
          "mean": 0.21814127775541173,
          "std": 0.001151257644262557
        },
        "mean_iou": {
          "mean": 0.5795463239822961,
          "std": 0.001060001357449339
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.10069357147406566,
          "std": 0.0004771215311090451
        },
        "fence_hedge4_rejection": {
          "mean": 0.07172731074864074,
          "std": 0.0002957368386392945
        }
      }
    },
    {
      "method": "point_mlp",
      "clean": {
        "roof_retention": {
          "mean": 0.984936297165774,
          "std": 0.00039409659219302956
        },
        "tree8_rejection": {
          "mean": 0.3769286566099903,
          "std": 0.0034289760572993604
        },
        "mean_iou": {
          "mean": 0.636417453886916,
          "std": 0.002393865114096022
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.1764188036034479,
          "std": 0.007613600160859998
        },
        "fence_hedge4_rejection": {
          "mean": 0.16298392167430162,
          "std": 0.028776969387723336
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.984936297165774,
            "std": 0.00039409659219302956
          },
          "tree8_rejection": {
            "mean": 0.3769286566099903,
            "std": 0.0034289760572993604
          },
          "mean_iou": {
            "mean": 0.636417453886916,
            "std": 0.002393865114096022
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.1764188036034479,
            "std": 0.007613600160859998
          },
          "fence_hedge4_rejection": {
            "mean": 0.16298392167430162,
            "std": 0.028776969387723336
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.9931801111611837,
          "std": 0.0005122111803132359
        },
        "tree8_rejection": {
          "mean": 0.2324073787329803,
          "std": 0.005629113237594937
        },
        "mean_iou": {
          "mean": 0.6124392153910919,
          "std": 0.0023238645150502756
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.10021755818592008,
          "std": 0.001307343248358777
        },
        "fence_hedge4_rejection": {
          "mean": 0.0835075979367071,
          "std": 0.017828078053270538
        }
      }
    },
    {
      "method": "fusion_mlp",
      "clean": {
        "roof_retention": {
          "mean": 0.9877271171105079,
          "std": 0.00016099569709074438
        },
        "tree8_rejection": {
          "mean": 0.6979370289774893,
          "std": 0.008212910651087754
        },
        "mean_iou": {
          "mean": 0.7330387872754138,
          "std": 0.0008904406021893054
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.3797212440680651,
          "std": 0.01654708591586321
        },
        "fence_hedge4_rejection": {
          "mean": 0.3609988323003683,
          "std": 0.03478907086982421
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.9877271171105079,
            "std": 0.00016099569709074438
          },
          "tree8_rejection": {
            "mean": 0.6979370289774893,
            "std": 0.008212910651087754
          },
          "mean_iou": {
            "mean": 0.7330387872754138,
            "std": 0.0008904406021893054
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3797212440680651,
            "std": 0.01654708591586321
          },
          "fence_hedge4_rejection": {
            "mean": 0.3609988323003683,
            "std": 0.03478907086982421
          }
        },
        "shift_1m": {
          "roof_retention": {
            "mean": 0.98679786271489,
            "std": 0.00034428919562163414
          },
          "tree8_rejection": {
            "mean": 0.679065392984915,
            "std": 0.006883981325994581
          },
          "mean_iou": {
            "mean": 0.7192707765750769,
            "std": 0.0008005689893743194
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3730980002448385,
            "std": 0.015658904886364663
          },
          "fence_hedge4_rejection": {
            "mean": 0.34604329470942247,
            "std": 0.031048905979148587
          }
        },
        "shift_2m": {
          "roof_retention": {
            "mean": 0.9842362996111804,
            "std": 0.0004915015737266219
          },
          "tree8_rejection": {
            "mean": 0.6436211411500019,
            "std": 0.005834228518358326
          },
          "mean_iou": {
            "mean": 0.6966566378533939,
            "std": 0.0008540859895047951
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.35741032786767196,
            "std": 0.014715491194661928
          },
          "fence_hedge4_rejection": {
            "mean": 0.3133477050211084,
            "std": 0.02570626743507003
          }
        },
        "missing_optical": {
          "roof_retention": {
            "mean": 0.984936297165774,
            "std": 0.00039409659219302956
          },
          "tree8_rejection": {
            "mean": 0.3769286566099903,
            "std": 0.0034289760572993604
          },
          "mean_iou": {
            "mean": 0.636417453886916,
            "std": 0.002393865114096022
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.1764188036034479,
            "std": 0.007613600160859998
          },
          "fence_hedge4_rejection": {
            "mean": 0.16298392167430162,
            "std": 0.028776969387723336
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.9977517400230335,
          "std": 0.00037330126322400865
        },
        "tree8_rejection": {
          "mean": 0.7714739917211194,
          "std": 0.013342170004130844
        },
        "mean_iou": {
          "mean": 0.7686875061436407,
          "std": 0.0008155882671747122
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.4787755060993393,
          "std": 0.017972966297839735
        },
        "fence_hedge4_rejection": {
          "mean": 0.390840652446675,
          "std": 0.02807527695881046
        }
      }
    },
    {
      "method": "local_context",
      "clean": {
        "roof_retention": {
          "mean": 0.9882437091922823,
          "std": 0.0009276341079548302
        },
        "tree8_rejection": {
          "mean": 0.681161558416012,
          "std": 0.02424119018241127
        },
        "mean_iou": {
          "mean": 0.6608393257614235,
          "std": 0.001773548102947723
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.3670346446599984,
          "std": 0.01637930465506454
        },
        "fence_hedge4_rejection": {
          "mean": 0.38403844426479833,
          "std": 0.03062287599394656
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.9882437091922823,
            "std": 0.0009276341079548302
          },
          "tree8_rejection": {
            "mean": 0.681161558416012,
            "std": 0.02424119018241127
          },
          "mean_iou": {
            "mean": 0.6608393257614235,
            "std": 0.001773548102947723
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3670346446599984,
            "std": 0.01637930465506454
          },
          "fence_hedge4_rejection": {
            "mean": 0.38403844426479833,
            "std": 0.03062287599394656
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.9925592108557408,
          "std": 0.0004897397741252496
        },
        "tree8_rejection": {
          "mean": 0.5351645969465176,
          "std": 0.03328921894605581
        },
        "mean_iou": {
          "mean": 0.6388785861047112,
          "std": 0.0008178170284498917
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.249953907164,
          "std": 0.01930540849821942
        },
        "fence_hedge4_rejection": {
          "mean": 0.23511780287188067,
          "std": 0.044553757805121955
        }
      }
    },
    {
      "method": "context_fusion",
      "clean": {
        "roof_retention": {
          "mean": 0.986351576064363,
          "std": 0.00026305883615714525
        },
        "tree8_rejection": {
          "mean": 0.7028854547019264,
          "std": 0.0012637662410854727
        },
        "mean_iou": {
          "mean": 0.7285531959990498,
          "std": 0.0019691066015570125
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.3798400627938963,
          "std": 0.015203237343764319
        },
        "fence_hedge4_rejection": {
          "mean": 0.38435282493487827,
          "std": 0.024138764047776526
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.986351576064363,
            "std": 0.00026305883615714525
          },
          "tree8_rejection": {
            "mean": 0.7028854547019264,
            "std": 0.0012637662410854727
          },
          "mean_iou": {
            "mean": 0.7285531959990498,
            "std": 0.0019691066015570125
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3798400627938963,
            "std": 0.015203237343764319
          },
          "fence_hedge4_rejection": {
            "mean": 0.38435282493487827,
            "std": 0.024138764047776526
          }
        },
        "shift_1m": {
          "roof_retention": {
            "mean": 0.9862721003594747,
            "std": 0.00035900967394282275
          },
          "tree8_rejection": {
            "mean": 0.6882491793604544,
            "std": 0.0010063632685163818
          },
          "mean_iou": {
            "mean": 0.7219156708637069,
            "std": 0.0014867807005093966
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.37144353950182546,
            "std": 0.014591205520633192
          },
          "fence_hedge4_rejection": {
            "mean": 0.35480104194736367,
            "std": 0.019740747983005756
          }
        },
        "shift_2m": {
          "roof_retention": {
            "mean": 0.9858044164037855,
            "std": 0.0003379342266283918
          },
          "tree8_rejection": {
            "mean": 0.6626648962982088,
            "std": 0.002353774324041615
          },
          "mean_iou": {
            "mean": 0.7082219269436627,
            "std": 0.0011382658908397204
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3577217769520476,
            "std": 0.013740459818543915
          },
          "fence_hedge4_rejection": {
            "mean": 0.3190065570825474,
            "std": 0.019469443636659475
          }
        },
        "missing_optical": {
          "roof_retention": {
            "mean": 0.984936297165774,
            "std": 0.00039409659219302956
          },
          "tree8_rejection": {
            "mean": 0.3769286566099903,
            "std": 0.0034289760572993604
          },
          "mean_iou": {
            "mean": 0.636417453886916,
            "std": 0.002393865114096022
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.1764188036034479,
            "std": 0.007613600160859998
          },
          "fence_hedge4_rejection": {
            "mean": 0.16298392167430162,
            "std": 0.028776969387723336
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.995498472785539,
          "std": 0.0003273538456498196
        },
        "tree8_rejection": {
          "mean": 0.7797838406986468,
          "std": 0.000678954245348271
        },
        "mean_iou": {
          "mean": 0.7610732336151624,
          "std": 0.005113611710035989
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.47899675171213935,
          "std": 0.019939941174943184
        },
        "fence_hedge4_rejection": {
          "mean": 0.42708768994841767,
          "std": 0.018435844354437736
        }
      }
    },
    {
      "method": "gated_fusion",
      "clean": {
        "roof_retention": {
          "mean": 0.9860734110972539,
          "std": 0.0007291889356376752
        },
        "tree8_rejection": {
          "mean": 0.7042808492850908,
          "std": 0.009739637915213246
        },
        "mean_iou": {
          "mean": 0.7247189712004601,
          "std": 0.0050012363667976435
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.36863869745871947,
          "std": 0.018991106060965744
        },
        "fence_hedge4_rejection": {
          "mean": 0.3717775981316806,
          "std": 0.02838294633240026
        }
      },
      "conditions": {
        "clean": {
          "roof_retention": {
            "mean": 0.9860734110972539,
            "std": 0.0007291889356376752
          },
          "tree8_rejection": {
            "mean": 0.7042808492850908,
            "std": 0.009739637915213246
          },
          "mean_iou": {
            "mean": 0.7247189712004601,
            "std": 0.0050012363667976435
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.36863869745871947,
            "std": 0.018991106060965744
          },
          "fence_hedge4_rejection": {
            "mean": 0.3717775981316806,
            "std": 0.02838294633240026
          }
        },
        "shift_1m": {
          "roof_retention": {
            "mean": 0.9860825813708948,
            "std": 0.0006666115463184572
          },
          "tree8_rejection": {
            "mean": 0.6897859575357455,
            "std": 0.008512688040274028
          },
          "mean_iou": {
            "mean": 0.7180355168282894,
            "std": 0.005013225978440496
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.3602241713294015,
            "std": 0.01853414818774376
          },
          "fence_hedge4_rejection": {
            "mean": 0.34150723075541184,
            "std": 0.023060832298588765
          }
        },
        "shift_2m": {
          "roof_retention": {
            "mean": 0.9857555082777004,
            "std": 0.0005276073902719279
          },
          "tree8_rejection": {
            "mean": 0.6653942143375257,
            "std": 0.008864822816627692
          },
          "mean_iou": {
            "mean": 0.7041614689864746,
            "std": 0.004621979736918957
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.34715411148797043,
            "std": 0.017338824808973828
          },
          "fence_hedge4_rejection": {
            "mean": 0.306206772657864,
            "std": 0.019254739052256716
          }
        },
        "missing_optical": {
          "roof_retention": {
            "mean": 0.984936297165774,
            "std": 0.00039409659219302956
          },
          "tree8_rejection": {
            "mean": 0.3769286566099903,
            "std": 0.0034289760572993604
          },
          "mean_iou": {
            "mean": 0.636417453886916,
            "std": 0.002393865114096022
          },
          "vegetation_or_fence_hedge_rejection": {
            "mean": 0.1764188036034479,
            "std": 0.007613600160859998
          },
          "fence_hedge4_rejection": {
            "mean": 0.16298392167430162,
            "std": 0.028776969387723336
          }
        }
      },
      "common_clean": {
        "roof_retention": {
          "mean": 0.9950428120775124,
          "std": 0.0012213610686224261
        },
        "tree8_rejection": {
          "mean": 0.7821271148823717,
          "std": 0.014560416781035541
        },
        "mean_iou": {
          "mean": 0.7550565039481087,
          "std": 0.008807390676018052
        },
        "vegetation_or_fence_hedge_rejection": {
          "mean": 0.4581393243963514,
          "std": 0.03752210308916287
        },
        "fence_hedge4_rejection": {
          "mean": 0.40757005437055627,
          "std": 0.04248432359683064
        }
      }
    }
  ],
  "reconstruction_summary": [
    {
      "method": "raw",
      "buildings": 24,
      "removed_points": 0,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 0,
      "shell_passed": 24
    },
    {
      "method": "legacy_guarded",
      "buildings": 24,
      "removed_points": 538,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 15,
      "shell_passed": 24
    },
    {
      "method": "linear",
      "buildings": 24,
      "removed_points": 1566,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 1,
      "shell_passed": 24
    },
    {
      "method": "point",
      "buildings": 24,
      "removed_points": 1118,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 6,
      "shell_passed": 24
    },
    {
      "method": "fusion",
      "buildings": 24,
      "removed_points": 224,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 23,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 15,
      "shell_passed": 23
    },
    {
      "method": "context",
      "buildings": 24,
      "removed_points": 2401,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 4,
      "shell_passed": 24
    },
    {
      "method": "context_fusion",
      "buildings": 24,
      "removed_points": 867,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 23,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 16,
      "shell_passed": 23
    },
    {
      "method": "gated",
      "buildings": 24,
      "removed_points": 794,
      "native_lod2": 24,
      "native_execution_ok": 24,
      "lod1_fallback": 0,
      "has_geometry": 24,
      "shell_diagnostic_passed": 24,
      "status_counts": {
        "native_LoD2": 24
      },
      "same_mask_native_reuses": 15,
      "shell_passed": 24
    }
  ],
  "training_records": 200000,
  "validation_records": 188456,
  "source_test_records": 411722,
  "target_records": 82140,
  "source_test_historically_evaluated": true,
  "model_count": 18,
  "target_buildings": 120,
  "findings": [
    "光学融合值得继续：相同光学覆盖区域中，树木点剔除率从点云 MLP 的 23.24% 提高到融合 MLP 的 77.15%；这是源域参考结果。",
    "暂未证明门控有效：相对采用相同增强的邻域融合，门控的树木点剔除均值仅增加 0.23 个百分点，mIoU反而下降；三个种子的变化不能作为独立样本显著性检验。",
    "真正的瓶颈是跨区可靠性：验证区的99.5%屋顶保留目标没有稳定迁移；完整源测试场景中，这轮方法的保留率为 98.49%–98.82%。",
    "门控平均权重在干净、1米错位、2米错位条件下几乎不变。需要重新检查它学到的是可靠性，还是一个近似固定的光学权重。"
  ],
  "independent_US_GT": false,
  "reconstruction_seed": 20261026,
  "source_full_metrics": {
    "status": "complete",
    "completed_utc": "2026-10-26T06:06:24.142135+00:00",
    "training_freeze_sha256": "23e82702e377784e3b30611f1a27860eaaf578ccba497cd477333f682c8e877a",
    "test_evaluation_started_utc": "2026-10-26T06:06:13.129098+00:00",
    "source_test_historically_evaluated": true,
    "source_test_sha256": "59058ac7b38a512d1d9d64ba55c1ee6e0bd324b6d28e8e1d8079ec80f7cff501",
    "target_input_sha256": "040dd02a6d497c4e7daa5d0c8af856b9931a67cfbc0c4d3153df4cd679937933",
    "official_source_reference": {
      "linear_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                50615,
                12736,
                3219
              ],
              [
                5308,
                70377,
                23752
              ],
              [
                1449,
                24129,
                60780
              ]
            ],
            "accuracy": 0.7202742060111347,
            "class_iou": {
              "roof": 0.6902641591773835,
              "vegetation_or_fence_hedge": 0.5163313817845666,
              "other": 0.5363146237944392
            },
            "mean_iou": 0.5809700549187964,
            "roof_retention": 0.9866005708277001,
            "vegetation_or_fence_hedge_rejection": 0.10053601778010197,
            "tree8_rejection": 0.21789353070515005,
            "fence_hedge4_rejection": 0.0713090757005437,
            "rejection_fraction": 0.04656350920294019,
            "nll": 0.7212580442428589
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                78421,
                23342,
                7285
              ],
              [
                5539,
                141500,
                38117
              ],
              [
                1458,
                32511,
                83549
              ]
            ],
            "accuracy": 0.7370750166374398,
            "class_iou": {
              "roof": 0.6757809470464045,
              "vegetation_or_fence_hedge": 0.5871150040039999,
              "other": 0.5128222440461576
            },
            "mean_iou": 0.5919060650321873,
            "roof_retention": 0.9865380382950627,
            "vegetation_or_fence_hedge_rejection": 0.13212102227311023,
            "tree8_rejection": 0.285195293770516,
            "fence_hedge4_rejection": 0.09512260846133118,
            "rejection_fraction": 0.06625587168040571,
            "nll": 0.6999137997627258
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "point_mlp_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                55810,
                9217,
                1543
              ],
              [
                8819,
                70173,
                20445
              ],
              [
                3518,
                18983,
                63857
              ]
            ],
            "accuracy": 0.7522437738989163,
            "class_iou": {
              "roof": 0.7072883267644189,
              "vegetation_or_fence_hedge": 0.5497857204415647,
              "other": 0.5893803186089012
            },
            "mean_iou": 0.6154847886049616,
            "roof_retention": 0.9934805467928496,
            "vegetation_or_fence_hedge_rejection": 0.10044550821122922,
            "tree8_rejection": 0.22718404508996315,
            "fence_hedge4_rejection": 0.09473023839397741,
            "rejection_fraction": 0.04359558575872249,
            "nll": 0.6468830108642578
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                88771,
                18248,
                2029
              ],
              [
                10812,
                143482,
                30862
              ],
              [
                3687,
                26931,
                86900
              ]
            ],
            "accuracy": 0.7751662529570924,
            "class_iou": {
              "roof": 0.7185200773794588,
              "vegetation_or_fence_hedge": 0.6229274751991665,
              "other": 0.5777579799081172
            },
            "mean_iou": 0.6397351774955807,
            "roof_retention": 0.9854376054581468,
            "vegetation_or_fence_hedge_rejection": 0.1824245501090972,
            "tree8_rejection": 0.37507837568693986,
            "fence_hedge4_rejection": 0.19011048234977096,
            "rejection_fraction": 0.0883435910638732,
            "nll": 0.5844549536705017
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "fusion_mlp_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61759,
                1821,
                2990
              ],
              [
                5528,
                83196,
                10713
              ],
              [
                5113,
                7120,
                74125
              ]
            ],
            "accuracy": 0.868107701147148,
            "class_iou": {
              "roof": 0.7998730750799756,
              "vegetation_or_fence_hedge": 0.7676465703371533,
              "other": 0.7407981131509779
            },
            "mean_iou": 0.7694392528560355,
            "roof_retention": 0.9972359921886735,
            "vegetation_or_fence_hedge_rejection": 0.49801381779418125,
            "tree8_rejection": 0.7850484655167075,
            "fence_hedge4_rejection": 0.4301547469677959,
            "rejection_fraction": 0.2001585005844709,
            "nll": 0.37911754846572876
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94720,
                10852,
                3476
              ],
              [
                7521,
                156505,
                21130
              ],
              [
                5282,
                15068,
                97168
              ]
            ],
            "accuracy": 0.8461850471920374,
            "class_iou": {
              "roof": 0.777342820329747,
              "vegetation_or_fence_hedge": 0.7414627906536034,
              "other": 0.6836846697250288
            },
            "mean_iou": 0.7341634269027931,
            "roof_retention": 0.9877301738683882,
            "vegetation_or_fence_hedge_rejection": 0.3959363995765733,
            "tree8_rejection": 0.707280640283259,
            "fence_hedge4_rejection": 0.40622473726758285,
            "rejection_fraction": 0.18430882974434207,
            "nll": 0.4203280806541443
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61564,
                2108,
                2898
              ],
              [
                6552,
                80829,
                12056
              ],
              [
                5084,
                8942,
                72332
              ]
            ],
            "accuracy": 0.8508509500128781,
            "class_iou": {
              "roof": 0.7872030279006725,
              "vegetation_or_fence_hedge": 0.7315702299818078,
              "other": 0.713952937460518
            },
            "mean_iou": 0.7442420651143328,
            "roof_retention": 0.9958690100645936,
            "vegetation_or_fence_hedge_rejection": 0.4809075092772308,
            "tree8_rejection": 0.7485057756031093,
            "fence_hedge4_rejection": 0.3958594730238394,
            "rejection_fraction": 0.1948051433439661,
            "nll": 0.422889769077301
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94445,
                11192,
                3411
              ],
              [
                8488,
                154052,
                22616
              ],
              [
                5250,
                16581,
                95687
              ]
            ],
            "accuracy": 0.8359621297866036,
            "class_iou": {
              "roof": 0.769183783167462,
              "vegetation_or_fence_hedge": 0.7234899896209535,
              "other": 0.6665993242537184
            },
            "mean_iou": 0.7197576990140445,
            "roof_retention": 0.9868681681461374,
            "vegetation_or_fence_hedge_rejection": 0.38730043854911533,
            "tree8_rejection": 0.6871242577361414,
            "fence_hedge4_rejection": 0.38493667475074106,
            "rejection_fraction": 0.18127522940236374,
            "nll": 0.4468243718147278
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60832,
                2834,
                2904
              ],
              [
                8253,
                76962,
                14222
              ],
              [
                5020,
                11533,
                69805
              ]
            ],
            "accuracy": 0.8226140708893864,
            "class_iou": {
              "roof": 0.7618952193680097,
              "vegetation_or_fence_hedge": 0.6762679694914063,
              "other": 0.6745487225078273
            },
            "mean_iou": 0.704237303789081,
            "roof_retention": 0.9912272795553553,
            "vegetation_or_fence_hedge_rejection": 0.4489073483713306,
            "tree8_rejection": 0.6855780248366418,
            "fence_hedge4_rejection": 0.3312421580928482,
            "rejection_fraction": 0.1856239969884889,
            "nll": 0.5042769908905029
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93592,
                12025,
                3431
              ],
              [
                10140,
                150039,
                24977
              ],
              [
                5184,
                18785,
                93549
              ]
            ],
            "accuracy": 0.8189506511675354,
            "class_iou": {
              "roof": 0.7525166436175345,
              "vegetation_or_fence_hedge": 0.6947343563338674,
              "other": 0.6410715019941614
            },
            "mean_iou": 0.696107500648521,
            "roof_retention": 0.9839795319492334,
            "vegetation_or_fence_hedge_rejection": 0.3704011752252155,
            "tree8_rejection": 0.650960793715192,
            "fence_hedge4_rejection": 0.34411209916464564,
            "rejection_fraction": 0.17579823278814347,
            "nll": 0.4966629445552826
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                63437,
                2469,
                664
              ],
              [
                25429,
                63752,
                10256
              ],
              [
                5688,
                49421,
                31249
              ]
            ],
            "accuracy": 0.627812890060032,
            "class_iou": {
              "roof": 0.6493903999508635,
              "vegetation_or_fence_hedge": 0.42128635339364423,
              "other": 0.32123398918563295
            },
            "mean_iou": 0.4639702475100469,
            "roof_retention": 0.9999849782184167,
            "vegetation_or_fence_hedge_rejection": 0.013787624324949465,
            "tree8_rejection": 0.005976897587563098,
            "fence_hedge4_rejection": 0.024048515265579256,
            "rejection_fraction": 0.006902700453707923,
            "nll": 0.8546783328056335
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                88771,
                18248,
                2029
              ],
              [
                10812,
                143482,
                30862
              ],
              [
                3687,
                26931,
                86900
              ]
            ],
            "accuracy": 0.7751662529570924,
            "class_iou": {
              "roof": 0.7185200773794588,
              "vegetation_or_fence_hedge": 0.6229274751991665,
              "other": 0.5777579799081172
            },
            "mean_iou": 0.6397351774955807,
            "roof_retention": 0.9854376054581468,
            "vegetation_or_fence_hedge_rejection": 0.1824245501090972,
            "tree8_rejection": 0.37507837568693986,
            "fence_hedge4_rejection": 0.19011048234977096,
            "rejection_fraction": 0.0883435910638732,
            "nll": 0.5844549536705017
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "local_context_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60205,
                3872,
                2493
              ],
              [
                9572,
                71522,
                18343
              ],
              [
                4126,
                19384,
                62848
              ]
            ],
            "accuracy": 0.7710062805856597,
            "class_iou": {
              "roof": 0.7500498330592515,
              "vegetation_or_fence_hedge": 0.5829346417481029,
              "other": 0.5863014720973189
            },
            "mean_iou": 0.6397619823015578,
            "roof_retention": 0.9928195884031846,
            "vegetation_or_fence_hedge_rejection": 0.26956766595935117,
            "tree8_rejection": 0.5738441051686228,
            "fence_hedge4_rejection": 0.28544542032622333,
            "rejection_fraction": 0.11190933766568265,
            "nll": 0.5753756165504456
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                96142,
                9416,
                3490
              ],
              [
                11789,
                149555,
                23812
              ],
              [
                4422,
                33269,
                79827
              ]
            ],
            "accuracy": 0.7906402864068474,
            "class_iou": {
              "roof": 0.7675456454226842,
              "vegetation_or_fence_hedge": 0.656400735600704,
              "other": 0.5512153017539014
            },
            "mean_iou": 0.65838722759243,
            "roof_retention": 0.9889314797153547,
            "vegetation_or_fence_hedge_rejection": 0.38393570826762297,
            "tree8_rejection": 0.7074650536642939,
            "fence_hedge4_rejection": 0.4147130153597413,
            "rejection_fraction": 0.17947304248983537,
            "nll": 0.5128718018531799
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "context_fusion_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60719,
                1917,
                3934
              ],
              [
                6133,
                82571,
                10733
              ],
              [
                4491,
                7789,
                74078
              ]
            ],
            "accuracy": 0.8613238761317933,
            "class_iou": {
              "roof": 0.786576676943804,
              "vegetation_or_fence_hedge": 0.7565395856811705,
              "other": 0.7332640435535759
            },
            "mean_iou": 0.7587934353928502,
            "roof_retention": 0.9955535526513445,
            "vegetation_or_fence_hedge_rejection": 0.5067932459748383,
            "tree8_rejection": 0.7805270818494318,
            "fence_hedge4_rejection": 0.4483479715600167,
            "rejection_fraction": 0.20423196560537318,
            "nll": 0.3754534125328064
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93680,
                10948,
                4420
              ],
              [
                8126,
                155880,
                21150
              ],
              [
                4660,
                15737,
                97121
              ]
            ],
            "accuracy": 0.8420269016472279,
            "class_iou": {
              "roof": 0.7689150811760264,
              "vegetation_or_fence_hedge": 0.735834895039204,
              "other": 0.678750139774125
            },
            "mean_iou": 0.7278333719964518,
            "roof_retention": 0.9867031032206001,
            "vegetation_or_fence_hedge_rejection": 0.4006513426516019,
            "tree8_rejection": 0.704588204920149,
            "fence_hedge4_rejection": 0.417946645109135,
            "rejection_fraction": 0.18680566012989347,
            "nll": 0.41808226704597473
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60783,
                1981,
                3806
              ],
              [
                6527,
                81499,
                11411
              ],
              [
                4528,
                8825,
                73005
              ]
            ],
            "accuracy": 0.8530778832246944,
            "class_iou": {
              "roof": 0.7830338164251208,
              "vegetation_or_fence_hedge": 0.739266892228985,
              "other": 0.7187300024612355
            },
            "mean_iou": 0.747010237038447,
            "roof_retention": 0.9956737269040108,
            "vegetation_or_fence_hedge_rejection": 0.4908937317095246,
            "tree8_rejection": 0.7578891951317704,
            "fence_hedge4_rejection": 0.3971141781681305,
            "rejection_fraction": 0.19831593128999664,
            "nll": 0.3955537676811218
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93691,
                11042,
                4315
              ],
              [
                8518,
                154818,
                21820
              ],
              [
                4692,
                16639,
                96187
              ]
            ],
            "accuracy": 0.8372056873327148,
            "class_iou": {
              "roof": 0.7663383991231658,
              "vegetation_or_fence_hedge": 0.7274017205655032,
              "other": 0.6695787766353644
            },
            "mean_iou": 0.7211062987746778,
            "roof_retention": 0.9867764654097279,
            "vegetation_or_fence_hedge_rejection": 0.391421287994988,
            "tree8_rejection": 0.6896691623944233,
            "fence_hedge4_rejection": 0.38237671786580435,
            "rejection_fraction": 0.18286367986165422,
            "nll": 0.430437296628952
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60613,
                2225,
                3732
              ],
              [
                7406,
                79407,
                12624
              ],
              [
                4465,
                10619,
                71274
              ]
            ],
            "accuracy": 0.8372555623798863,
            "class_iou": {
              "roof": 0.7727208985097079,
              "vegetation_or_fence_hedge": 0.7072167152056003,
              "other": 0.6939073544015422
            },
            "mean_iou": 0.7246149893722835,
            "roof_retention": 0.9949376596064293,
            "vegetation_or_fence_hedge_rejection": 0.4645152206924988,
            "tree8_rejection": 0.7142857142857143,
            "fence_hedge4_rejection": 0.3465077373483898,
            "rejection_fraction": 0.18957066154181443,
            "nll": 0.435854971408844
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93441,
                11361,
                4246
              ],
              [
                9393,
                152643,
                23120
              ],
              [
                4625,
                18279,
                94614
              ]
            ],
            "accuracy": 0.8274952516503854,
            "class_iou": {
              "roof": 0.7592755107015747,
              "vegetation_or_fence_hedge": 0.7106417251717909,
              "other": 0.6530327710444217
            },
            "mean_iou": 0.7076500023059292,
            "roof_retention": 0.9862812706331157,
            "vegetation_or_fence_hedge_rejection": 0.37627190045151115,
            "tree8_rejection": 0.6619333898867702,
            "fence_hedge4_rejection": 0.3455941794664511,
            "rejection_fraction": 0.1770733650375739,
            "nll": 0.45561355352401733
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                59398,
                4551,
                2621
              ],
              [
                9369,
                72737,
                17331
              ],
              [
                3753,
                23395,
                59210
              ]
            ],
            "accuracy": 0.758207358389634,
            "class_iou": {
              "roof": 0.745344576619987,
              "vegetation_or_fence_hedge": 0.5710102603958142,
              "other": 0.5569560718652996
            },
            "mean_iou": 0.6244369696270335,
            "roof_retention": 0.9945921586300135,
            "vegetation_or_fence_hedge_rejection": 0.24372215573679817,
            "tree8_rejection": 0.4972902666377628,
            "fence_hedge4_rejection": 0.2902551233793392,
            "rejection_fraction": 0.10140867394448518,
            "nll": 0.5866692066192627
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                88771,
                18248,
                2029
              ],
              [
                10812,
                143482,
                30862
              ],
              [
                3687,
                26931,
                86900
              ]
            ],
            "accuracy": 0.7751662529570924,
            "class_iou": {
              "roof": 0.7185200773794588,
              "vegetation_or_fence_hedge": 0.6229274751991665,
              "other": 0.5777579799081172
            },
            "mean_iou": 0.6397351774955807,
            "roof_retention": 0.9854376054581468,
            "vegetation_or_fence_hedge_rejection": 0.1824245501090972,
            "tree8_rejection": 0.37507837568693986,
            "fence_hedge4_rejection": 0.19011048234977096,
            "rejection_fraction": 0.0883435910638732,
            "nll": 0.5844549536705017
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "gated_fusion_seed20261026": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61825,
                2223,
                2522
              ],
              [
                6001,
                84594,
                8842
              ],
              [
                4969,
                10057,
                71332
              ]
            ],
            "accuracy": 0.8628415192281021,
            "class_iou": {
              "roof": 0.7973304101109105,
              "vegetation_or_fence_hedge": 0.7572168962646688,
              "other": 0.7299482204621273
            },
            "mean_iou": 0.7614985089459022,
            "roof_retention": 0.9954333783986781,
            "vegetation_or_fence_hedge_rejection": 0.4877761798927964,
            "tree8_rejection": 0.7955157783902636,
            "fence_hedge4_rejection": 0.43078209953994145,
            "rejection_fraction": 0.1969449012343233,
            "nll": 0.3858489692211151
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94786,
                11254,
                3008
              ],
              [
                7994,
                157903,
                19259
              ],
              [
                5138,
                18005,
                94375
              ]
            ],
            "accuracy": 0.8429571409834792,
            "class_iou": {
              "roof": 0.7757898183008676,
              "vegetation_or_fence_hedge": 0.7364363500687918,
              "other": 0.6751439710984727
            },
            "mean_iou": 0.7291233798227107,
            "roof_retention": 0.9866297410314724,
            "vegetation_or_fence_hedge_rejection": 0.3904383330812936,
            "tree8_rejection": 0.7135138125622396,
            "fence_hedge4_rejection": 0.40662894098625707,
            "rejection_fraction": 0.18233905402188855,
            "nll": 0.42445409297943115
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8897367715835571,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61946,
                2227,
                2397
              ],
              [
                6425,
                83812,
                9200
              ],
              [
                5031,
                11531,
                69796
              ]
            ],
            "accuracy": 0.8541358746260377,
            "class_iou": {
              "roof": 0.7939148488965216,
              "vegetation_or_fence_hedge": 0.7404213967048014,
              "other": 0.7125312643560818
            },
            "mean_iou": 0.7489558366524682,
            "roof_retention": 0.995478443743428,
            "vegetation_or_fence_hedge_rejection": 0.47306334664159216,
            "tree8_rejection": 0.7726611130036233,
            "fence_hedge4_rejection": 0.3795483061480552,
            "rejection_fraction": 0.1914013432924534,
            "nll": 0.4067135155200958
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94852,
                11294,
                2902
              ],
              [
                8419,
                157062,
                19675
              ],
              [
                5193,
                19292,
                93033
              ]
            ],
            "accuracy": 0.8378153219891091,
            "class_iou": {
              "roof": 0.7732920267405837,
              "vegetation_or_fence_hedge": 0.7280084545429263,
              "other": 0.6640708090938292
            },
            "mean_iou": 0.7217904301257798,
            "roof_retention": 0.9866847626733182,
            "vegetation_or_fence_hedge_rejection": 0.3817807686491391,
            "tree8_rejection": 0.6982075019363405,
            "fence_hedge4_rejection": 0.370924279170035,
            "rejection_fraction": 0.17859380844356143,
            "nll": 0.4372497797012329
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8899074792861938,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61674,
                2528,
                2368
              ],
              [
                7400,
                81819,
                10218
              ],
              [
                4912,
                13593,
                67853
              ]
            ],
            "accuracy": 0.8374616131396985,
            "class_iou": {
              "roof": 0.7818513729367916,
              "vegetation_or_fence_hedge": 0.7080340608179443,
              "other": 0.6857717496765847
            },
            "mean_iou": 0.7252190611437735,
            "roof_retention": 0.9948475289169295,
            "vegetation_or_fence_hedge_rejection": 0.44941017930951255,
            "tree8_rejection": 0.7347248459323031,
            "fence_hedge4_rejection": 0.3260142199916353,
            "rejection_fraction": 0.18365066471182612,
            "nll": 0.44607579708099365
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94509,
                11666,
                2873
              ],
              [
                9391,
                154928,
                20837
              ],
              [
                5072,
                21097,
                91349
              ]
            ],
            "accuracy": 0.8277089881036234,
            "class_iou": {
              "roof": 0.7651869064293868,
              "vegetation_or_fence_hedge": 0.7109430568238657,
              "other": 0.6468193276120883
            },
            "mean_iou": 0.7076497636217803,
            "roof_retention": 0.9862812706331157,
            "vegetation_or_fence_hedge_rejection": 0.36799779645272096,
            "tree8_rejection": 0.6737358462730055,
            "fence_hedge4_rejection": 0.3322554567502021,
            "rejection_fraction": 0.17335726533923376,
            "nll": 0.46173733472824097
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8902099132537842,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                59653,
                5371,
                1546
              ],
              [
                8821,
                77367,
                13249
              ],
              [
                3637,
                36946,
                45775
              ]
            ],
            "accuracy": 0.7243278584589781,
            "class_iou": {
              "roof": 0.7548337298172799,
              "vegetation_or_fence_hedge": 0.545783540499739,
              "other": 0.4525323025515803
            },
            "mean_iou": 0.5843831909561997,
            "roof_retention": 0.9929848280006008,
            "vegetation_or_fence_hedge_rejection": 0.2531854339933827,
            "tree8_rejection": 0.5272676597194265,
            "fence_hedge4_rejection": 0.2561689669594312,
            "rejection_fraction": 0.10565648960830543,
            "nll": 0.6228781938552856
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                88771,
                18248,
                2029
              ],
              [
                10812,
                143482,
                30862
              ],
              [
                3687,
                26931,
                86900
              ]
            ],
            "accuracy": 0.7751662529570924,
            "class_iou": {
              "roof": 0.7185200773794588,
              "vegetation_or_fence_hedge": 0.6229274751991665,
              "other": 0.5777579799081172
            },
            "mean_iou": 0.6397351774955807,
            "roof_retention": 0.9854376054581468,
            "vegetation_or_fence_hedge_rejection": 0.1824245501090972,
            "tree8_rejection": 0.37507837568693986,
            "fence_hedge4_rejection": 0.19011048234977096,
            "rejection_fraction": 0.0883435910638732,
            "nll": 0.5844549536705017
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "linear_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                50790,
                12659,
                3121
              ],
              [
                5186,
                70807,
                23444
              ],
              [
                1606,
                25017,
                59735
              ]
            ],
            "accuracy": 0.7185306995819547,
            "class_iou": {
              "roof": 0.6923202748016685,
              "vegetation_or_fence_hedge": 0.5164134691823532,
              "other": 0.528988779965109
            },
            "mean_iou": 0.5792408413163769,
            "roof_retention": 0.9864653747934505,
            "vegetation_or_fence_hedge_rejection": 0.10020414936090188,
            "tree8_rejection": 0.2168715741228206,
            "fence_hedge4_rejection": 0.07193642827268926,
            "rejection_fraction": 0.04644859627919878,
            "nll": 0.7198479771614075
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                78623,
                23406,
                7019
              ],
              [
                5420,
                143007,
                36729
              ],
              [
                1616,
                34316,
                81586
              ]
            ],
            "accuracy": 0.7364580955110487,
            "class_iou": {
              "roof": 0.6772940284621481,
              "vegetation_or_fence_hedge": 0.5888017852584425,
              "other": 0.5059094911512656
            },
            "mean_iou": 0.5906684349572854,
            "roof_retention": 0.9865196977477808,
            "vegetation_or_fence_hedge_rejection": 0.13171595843504935,
            "tree8_rejection": 0.28348024932689114,
            "fence_hedge4_rejection": 0.09687415790891943,
            "rejection_fraction": 0.06605913699049358,
            "nll": 0.6987128257751465
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "point_mlp_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                55486,
                9801,
                1283
              ],
              [
                8959,
                73269,
                17209
              ],
              [
                3340,
                22567,
                60451
              ]
            ],
            "accuracy": 0.7497315396350525,
            "class_iou": {
              "roof": 0.7035210285409984,
              "vegetation_or_fence_hedge": 0.5558893820416524,
              "other": 0.5765474487362899
            },
            "mean_iou": 0.6119859531063137,
            "roof_retention": 0.9924590656451855,
            "vegetation_or_fence_hedge_rejection": 0.09851463740861048,
            "tree8_rejection": 0.2402217336099842,
            "fence_hedge4_rejection": 0.05834378920953576,
            "rejection_fraction": 0.042707982485685414,
            "nll": 0.6480281949043274
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                87740,
                19529,
                1779
              ],
              [
                10441,
                150308,
                24407
              ],
              [
                3495,
                33739,
                80284
              ]
            ],
            "accuracy": 0.7731721890013165,
            "class_iou": {
              "roof": 0.7134261367332336,
              "vegetation_or_fence_hedge": 0.6304231117672717,
              "other": 0.5586761676780048
            },
            "mean_iou": 0.63417513872617,
            "roof_retention": 0.9844747267258455,
            "vegetation_or_fence_hedge_rejection": 0.1656765106180734,
            "tree8_rejection": 0.38173569874230073,
            "fence_hedge4_rejection": 0.1231473996227432,
            "rejection_fraction": 0.08059078698733611,
            "nll": 0.5820841193199158
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "fusion_mlp_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                62023,
                1816,
                2731
              ],
              [
                5682,
                83076,
                10679
              ],
              [
                5275,
                7163,
                73920
              ]
            ],
            "accuracy": 0.8678659877558299,
            "class_iou": {
              "roof": 0.8000180582248765,
              "vegetation_or_fence_hedge": 0.7662706611570248,
              "other": 0.7409189319220592
            },
            "mean_iou": 0.7690692171013201,
            "roof_retention": 0.9981072555205047,
            "vegetation_or_fence_hedge_rejection": 0.4547703571105323,
            "tree8_rejection": 0.753336843083212,
            "fence_hedge4_rejection": 0.36637390213299875,
            "rejection_fraction": 0.1823390723753294,
            "nll": 0.35930773615837097
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                94277,
                11544,
                3227
              ],
              [
                7164,
                160115,
                17877
              ],
              [
                5430,
                18335,
                93753
              ]
            ],
            "accuracy": 0.8455826990056398,
            "class_iou": {
              "roof": 0.7750365827592444,
              "vegetation_or_fence_hedge": 0.7445997163252494,
              "other": 0.6763212188541501
            },
            "mean_iou": 0.7319858393128813,
            "roof_retention": 0.9879227496148485,
            "vegetation_or_fence_hedge_rejection": 0.3570016634621616,
            "tree8_rejection": 0.6872902297790727,
            "fence_hedge4_rejection": 0.3216114254917812,
            "rejection_fraction": 0.16617766356910732,
            "nll": 0.4051129221916199
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61742,
                2078,
                2750
              ],
              [
                6587,
                80915,
                11935
              ],
              [
                5204,
                9011,
                72143
              ]
            ],
            "accuracy": 0.8511481386087612,
            "class_iou": {
              "roof": 0.787917458940034,
              "vegetation_or_fence_hedge": 0.7320901869243436,
              "other": 0.713983155686193
            },
            "mean_iou": 0.7446636005168569,
            "roof_retention": 0.9969205347754244,
            "vegetation_or_fence_hedge_rejection": 0.44432153021511106,
            "tree8_rejection": 0.7231117029512867,
            "fence_hedge4_rejection": 0.3483897950648264,
            "rejection_fraction": 0.17912151051057001,
            "nll": 0.39539656043052673
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93959,
                11828,
                3261
              ],
              [
                8054,
                157841,
                19261
              ],
              [
                5359,
                19843,
                92316
              ]
            ],
            "accuracy": 0.8357969698000107,
            "class_iou": {
              "roof": 0.7672565143188443,
              "vegetation_or_fence_hedge": 0.7279582339837751,
              "other": 0.6592116538131962
            },
            "mean_iou": 0.7181421340386053,
            "roof_retention": 0.9871799574499303,
            "vegetation_or_fence_hedge_rejection": 0.351282162068742,
            "tree8_rejection": 0.6703057573857559,
            "fence_hedge4_rejection": 0.3089463756399892,
            "rejection_fraction": 0.1641374519700186,
            "nll": 0.4266485571861267
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61057,
                2754,
                2759
              ],
              [
                8373,
                77468,
                13596
              ],
              [
                5102,
                11734,
                69522
              ]
            ],
            "accuracy": 0.8243892774354605,
            "class_iou": {
              "roof": 0.7627834343181961,
              "vegetation_or_fence_hedge": 0.6799912222953698,
              "other": 0.6768568730345721
            },
            "mean_iou": 0.7065438432160459,
            "roof_retention": 0.9932401982875169,
            "vegetation_or_fence_hedge_rejection": 0.4182748876172853,
            "tree8_rejection": 0.6652008299526184,
            "fence_hedge4_rejection": 0.3086574654956085,
            "rejection_fraction": 0.17203257187010876,
            "nll": 0.46148547530174255
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93199,
                12571,
                3278
              ],
              [
                9823,
                154232,
                21101
              ],
              [
                5253,
                22089,
                90176
              ]
            ],
            "accuracy": 0.8199877587304054,
            "class_iou": {
              "roof": 0.7508539847249525,
              "vegetation_or_fence_hedge": 0.7016413727845107,
              "other": 0.6355032171222789
            },
            "mean_iou": 0.6959995248772474,
            "roof_retention": 0.9849240701342528,
            "vegetation_or_fence_hedge_rejection": 0.33683488517790405,
            "tree8_rejection": 0.6366871980230886,
            "fence_hedge4_rejection": 0.28119105362436003,
            "rejection_fraction": 0.15955426234206577,
            "nll": 0.4666852653026581
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61844,
                4626,
                100
              ],
              [
                17676,
                77596,
                4165
              ],
              [
                4224,
                66709,
                15425
              ]
            ],
            "accuracy": 0.6136548253521685,
            "class_iou": {
              "roof": 0.6990392223352548,
              "vegetation_or_fence_hedge": 0.4543836226079217,
              "other": 0.1702106529247542
            },
            "mean_iou": 0.4412111659559769,
            "roof_retention": 0.998422712933754,
            "vegetation_or_fence_hedge_rejection": 0.11129659985719602,
            "tree8_rejection": 0.12690842649654702,
            "fence_hedge4_rejection": 0.24864073609368464,
            "rejection_fraction": 0.050870762585937035,
            "nll": 0.805903971195221
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                87740,
                19529,
                1779
              ],
              [
                10441,
                150308,
                24407
              ],
              [
                3495,
                33739,
                80284
              ]
            ],
            "accuracy": 0.7731721890013165,
            "class_iou": {
              "roof": 0.7134261367332336,
              "vegetation_or_fence_hedge": 0.6304231117672717,
              "other": 0.5586761676780048
            },
            "mean_iou": 0.63417513872617,
            "roof_retention": 0.9844747267258455,
            "vegetation_or_fence_hedge_rejection": 0.1656765106180734,
            "tree8_rejection": 0.38173569874230073,
            "fence_hedge4_rejection": 0.1231473996227432,
            "rejection_fraction": 0.08059078698733611,
            "nll": 0.5820841193199158
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "local_context_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                59337,
                5888,
                1345
              ],
              [
                8427,
                72499,
                18511
              ],
              [
                3758,
                20289,
                62311
              ]
            ],
            "accuracy": 0.769310324331821,
            "class_iou": {
              "roof": 0.753437876960193,
              "vegetation_or_fence_hedge": 0.5771570047924595,
              "other": 0.5866552431882802
            },
            "mean_iou": 0.639083374980311,
            "roof_retention": 0.9918732161634369,
            "vegetation_or_fence_hedge_rejection": 0.25659462775425645,
            "tree8_rejection": 0.5390666129881391,
            "fence_hedge4_rejection": 0.24278544542032623,
            "rejection_fraction": 0.10772095972103897,
            "nll": 0.6025960445404053
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93399,
                13763,
                1886
              ],
              [
                9762,
                148204,
                27190
              ],
              [
                3985,
                29277,
                84256
              ]
            ],
            "accuracy": 0.7914539422231506,
            "class_iou": {
              "roof": 0.7606091453235067,
              "vegetation_or_fence_hedge": 0.6494592367964381,
              "other": 0.5747574934854087
            },
            "mean_iou": 0.6616086252017845,
            "roof_retention": 0.9869323600616242,
            "vegetation_or_fence_hedge_rejection": 0.3723022748385145,
            "tree8_rejection": 0.6870504923837274,
            "fence_hedge4_rejection": 0.39517650229048773,
            "rejection_fraction": 0.17528575106503902,
            "nll": 0.5370456576347351
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "context_fusion_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61039,
                2687,
                2844
              ],
              [
                5757,
                85410,
                8270
              ],
              [
                4252,
                9655,
                72451
              ]
            ],
            "accuracy": 0.867394448517029,
            "class_iou": {
              "roof": 0.7970723044176602,
              "vegetation_or_fence_hedge": 0.7640970128557243,
              "other": 0.7433006401838477
            },
            "mean_iou": 0.768156652485744,
            "roof_retention": 0.9950728556406789,
            "vegetation_or_fence_hedge_rejection": 0.4692116616551183,
            "tree8_rejection": 0.7788857576414481,
            "fence_hedge4_rejection": 0.42952739439565035,
            "rejection_fraction": 0.18942008598656707,
            "nll": 0.3764817714691162
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93293,
                12415,
                3340
              ],
              [
                7239,
                162449,
                15468
              ],
              [
                4407,
                20827,
                92284
              ]
            ],
            "accuracy": 0.8452936690291022,
            "class_iou": {
              "roof": 0.7729713158897709,
              "vegetation_or_fence_hedge": 0.7438209141109351,
              "other": 0.6769361677156228
            },
            "mean_iou": 0.7312427992387763,
            "roof_retention": 0.9860703543393735,
            "vegetation_or_fence_hedge_rejection": 0.3647572857482339,
            "tree8_rejection": 0.7025043337144543,
            "fence_hedge4_rejection": 0.3623012665049852,
            "rejection_fraction": 0.1705179708638353,
            "nll": 0.415639728307724
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61113,
                2742,
                2715
              ],
              [
                6198,
                84542,
                8697
              ],
              [
                4252,
                11071,
                71035
              ]
            ],
            "accuracy": 0.8586372912250114,
            "class_iou": {
              "roof": 0.7934692287717476,
              "vegetation_or_fence_hedge": 0.7465077262693157,
              "other": 0.7265521120998262
            },
            "mean_iou": 0.7555096890469631,
            "roof_retention": 0.9949376596064293,
            "vegetation_or_fence_hedge_rejection": 0.4558263020807144,
            "tree8_rejection": 0.7558762503483943,
            "fence_hedge4_rejection": 0.39355918025930575,
            "rejection_fraction": 0.18448675529491015,
            "nll": 0.39618027210235596
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93335,
                12499,
                3214
              ],
              [
                7671,
                161579,
                15906
              ],
              [
                4406,
                22092,
                91020
              ]
            ],
            "accuracy": 0.8402125706180383,
            "class_iou": {
              "roof": 0.7705675954592364,
              "vegetation_or_fence_hedge": 0.7352955899284177,
              "other": 0.6661397268695385
            },
            "mean_iou": 0.7240009707523974,
            "roof_retention": 0.9859694813293228,
            "vegetation_or_fence_hedge_rejection": 0.3569800600574651,
            "tree8_rejection": 0.6874562018220042,
            "fence_hedge4_rejection": 0.33724063594718406,
            "rejection_fraction": 0.16723663054196763,
            "nll": 0.42751172184944153
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60860,
                3059,
                2651
              ],
              [
                7147,
                82593,
                9697
              ],
              [
                4195,
                13155,
                69008
              ]
            ],
            "accuracy": 0.8418798169318249,
            "class_iou": {
              "roof": 0.7811376938083993,
              "vegetation_or_fence_hedge": 0.7141572489645571,
              "other": 0.6991266994914189
            },
            "mean_iou": 0.7314738807547917,
            "roof_retention": 0.9943668319062641,
            "vegetation_or_fence_hedge_rejection": 0.4319217192795438,
            "tree8_rejection": 0.7215323155058685,
            "fence_hedge4_rejection": 0.33981597657883733,
            "rejection_fraction": 0.1759950864818814,
            "nll": 0.43488746881484985
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93019,
                12876,
                3153
              ],
              [
                8613,
                159589,
                16954
              ],
              [
                4346,
                23969,
                89203
              ]
            ],
            "accuracy": 0.830198532019178,
            "class_iou": {
              "roof": 0.7624070750038933,
              "vegetation_or_fence_hedge": 0.7188661312336431,
              "other": 0.6481598546775659
            },
            "mean_iou": 0.709811020305034,
            "roof_retention": 0.9855935001100433,
            "vegetation_or_fence_hedge_rejection": 0.3434347253127093,
            "tree8_rejection": 0.6658429535647107,
            "fence_hedge4_rejection": 0.29951495553759094,
            "rejection_fraction": 0.1617159151077669,
            "nll": 0.4513106346130371
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                58392,
                6479,
                1699
              ],
              [
                8354,
                78139,
                12944
              ],
              [
                3144,
                32410,
                50804
              ]
            ],
            "accuracy": 0.7423176747964259,
            "class_iou": {
              "roof": 0.7479633140339191,
              "vegetation_or_fence_hedge": 0.5648901869496696,
              "other": 0.503004920743359
            },
            "mean_iou": 0.6052861405756493,
            "roof_retention": 0.9939912873666817,
            "vegetation_or_fence_hedge_rejection": 0.22794332089664812,
            "tree8_rejection": 0.5009445356291227,
            "fence_hedge4_rejection": 0.24090338770388958,
            "rejection_fraction": 0.09454559863689498,
            "nll": 0.609580934047699
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                87740,
                19529,
                1779
              ],
              [
                10441,
                150308,
                24407
              ],
              [
                3495,
                33739,
                80284
              ]
            ],
            "accuracy": 0.7731721890013165,
            "class_iou": {
              "roof": 0.7134261367332336,
              "vegetation_or_fence_hedge": 0.6304231117672717,
              "other": 0.5586761676780048
            },
            "mean_iou": 0.63417513872617,
            "roof_retention": 0.9844747267258455,
            "vegetation_or_fence_hedge_rejection": 0.1656765106180734,
            "tree8_rejection": 0.38173569874230073,
            "fence_hedge4_rejection": 0.1231473996227432,
            "rejection_fraction": 0.08059078698733611,
            "nll": 0.5820841193199158
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "gated_fusion_seed20261027": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61741,
                2554,
                2275
              ],
              [
                6234,
                83504,
                9699
              ],
              [
                4632,
                9358,
                72368
              ]
            ],
            "accuracy": 0.8622946922116775,
            "class_iou": {
              "roof": 0.7973164936205382,
              "vegetation_or_fence_hedge": 0.7499303990157073,
              "other": 0.7359557417727698
            },
            "mean_iou": 0.7610675448030051,
            "roof_retention": 0.9933904161033499,
            "vegetation_or_fence_hedge_rejection": 0.4814405100717037,
            "tree8_rejection": 0.7889814499396116,
            "fence_hedge4_rejection": 0.4439565035549979,
            "rejection_fraction": 0.19471796802250707,
            "nll": 0.3942949175834656
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93995,
                12282,
                2771
              ],
              [
                7716,
                160543,
                16897
              ],
              [
                4787,
                20530,
                92201
              ]
            ],
            "accuracy": 0.8421677734004984,
            "class_iou": {
              "roof": 0.773296805456146,
              "vegetation_or_fence_hedge": 0.7365438963517581,
              "other": 0.6720875307976033
            },
            "mean_iou": 0.7273094108685024,
            "roof_retention": 0.9850432836915853,
            "vegetation_or_fence_hedge_rejection": 0.3713247207759943,
            "tree8_rejection": 0.708516209936193,
            "fence_hedge4_rejection": 0.37159795203449203,
            "rejection_fraction": 0.1737653076590515,
            "nll": 0.42655837535858154
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.7648249268531799,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61788,
                2599,
                2183
              ],
              [
                6593,
                82685,
                10159
              ],
              [
                4631,
                10434,
                71293
              ]
            ],
            "accuracy": 0.8549759277237334,
            "class_iou": {
              "roof": 0.794251484690336,
              "vegetation_or_fence_hedge": 0.7351738241308794,
              "other": 0.7223201621073961
            },
            "mean_iou": 0.7505818236428706,
            "roof_retention": 0.9935706774823494,
            "vegetation_or_fence_hedge_rejection": 0.4661645061697356,
            "tree8_rejection": 0.765848069121427,
            "fence_hedge4_rejection": 0.3996235884567127,
            "rejection_fraction": 0.18907534721534286,
            "nll": 0.4140677750110626
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93994,
                12378,
                2676
              ],
              [
                8067,
                159800,
                17289
              ],
              [
                4778,
                21522,
                91218
              ]
            ],
            "accuracy": 0.8379731955057053,
            "class_iou": {
              "roof": 0.7711189321782219,
              "vegetation_or_fence_hedge": 0.7294938280622306,
              "other": 0.6634856673188685
            },
            "mean_iou": 0.7213661425197738,
            "roof_retention": 0.9851533269752769,
            "vegetation_or_fence_hedge_rejection": 0.3623593078269135,
            "tree8_rejection": 0.693025485929259,
            "fence_hedge4_rejection": 0.33899218539477227,
            "rejection_fraction": 0.1699617703207504,
            "nll": 0.43855664134025574
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.7648983001708984,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                61639,
                2791,
                2140
              ],
              [
                7553,
                80533,
                11351
              ],
              [
                4595,
                12394,
                69369
              ]
            ],
            "accuracy": 0.8382343034889941,
            "class_iou": {
              "roof": 0.7830356462308493,
              "vegetation_or_fence_hedge": 0.7025963602100819,
              "other": 0.6947390559745216
            },
            "mean_iou": 0.7267903541384843,
            "roof_retention": 0.9934505032296831,
            "vegetation_or_fence_hedge_rejection": 0.44085199674165554,
            "tree8_rejection": 0.7280666439565204,
            "fence_hedge4_rejection": 0.3465077373483898,
            "rejection_fraction": 0.18003288887127772,
            "nll": 0.45168980956077576
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93775,
                12649,
                2624
              ],
              [
                9018,
                157641,
                18497
              ],
              [
                4735,
                23341,
                89442
              ]
            ],
            "accuracy": 0.8278838633835452,
            "class_iou": {
              "roof": 0.7636338466299134,
              "vegetation_or_fence_hedge": 0.7128367684696988,
              "other": 0.6451431415402592
            },
            "mean_iou": 0.7072045855466237,
            "roof_retention": 0.9850341134179444,
            "vegetation_or_fence_hedge_rejection": 0.34791743178724965,
            "tree8_rejection": 0.6693283664662708,
            "fence_hedge4_rejection": 0.30005389382915654,
            "rejection_fraction": 0.16405001433005767,
            "nll": 0.46179118752479553
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.7647646069526672,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                59596,
                5411,
                1563
              ],
              [
                9048,
                74256,
                16133
              ],
              [
                3661,
                25867,
                56830
              ]
            ],
            "accuracy": 0.7555802112020288,
            "class_iou": {
              "roof": 0.751724920849153,
              "vegetation_or_fence_hedge": 0.5680755842864247,
              "other": 0.5461587252772598
            },
            "mean_iou": 0.6219864101376125,
            "roof_retention": 0.990956887486856,
            "vegetation_or_fence_hedge_rejection": 0.2569667226485111,
            "tree8_rejection": 0.5580502307144406,
            "fence_hedge4_rejection": 0.2860727728983689,
            "rejection_fraction": 0.10752679650506211,
            "nll": 0.6099752187728882
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                87740,
                19529,
                1779
              ],
              [
                10441,
                150308,
                24407
              ],
              [
                3495,
                33739,
                80284
              ]
            ],
            "accuracy": 0.7731721890013165,
            "class_iou": {
              "roof": 0.7134261367332336,
              "vegetation_or_fence_hedge": 0.6304231117672717,
              "other": 0.5586761676780048
            },
            "mean_iou": 0.63417513872617,
            "roof_retention": 0.9844747267258455,
            "vegetation_or_fence_hedge_rejection": 0.1656765106180734,
            "tree8_rejection": 0.38173569874230073,
            "fence_hedge4_rejection": 0.1231473996227432,
            "rejection_fraction": 0.08059078698733611,
            "nll": 0.5820841193199158
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "linear_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                50697,
                12725,
                3148
              ],
              [
                5235,
                70600,
                23602
              ],
              [
                1642,
                24813,
                59903
              ]
            ],
            "accuracy": 0.7180076476532007,
            "class_iou": {
              "roof": 0.6902528353778915,
              "vegetation_or_fence_hedge": 0.5154225223580945,
              "other": 0.5296088693991583
            },
            "mean_iou": 0.5784280757117147,
            "roof_retention": 0.986134895598618,
            "vegetation_or_fence_hedge_rejection": 0.10134054728119311,
            "tree8_rejection": 0.21965872843826453,
            "fence_hedge4_rejection": 0.07193642827268926,
            "rejection_fraction": 0.04706278604402354,
            "nll": 0.7211927771568298
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                78455,
                23474,
                7119
              ],
              [
                5471,
                142641,
                37044
              ],
              [
                1652,
                33907,
                81959
              ]
            ],
            "accuracy": 0.7360670549545567,
            "class_iou": {
              "roof": 0.6753406616109011,
              "vegetation_or_fence_hedge": 0.588120575417359,
              "other": 0.5069179433575992
            },
            "mean_iou": 0.5901263934619531,
            "roof_retention": 0.9863454625486024,
            "vegetation_or_fence_hedge_rejection": 0.13222903929659313,
            "tree8_rejection": 0.28552723785637885,
            "fence_hedge4_rejection": 0.09646995419024522,
            "rejection_fraction": 0.06638459931701488,
            "nll": 0.6995499134063721
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "point_mlp_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                54343,
                9750,
                2477
              ],
              [
                8360,
                71946,
                19131
              ],
              [
                3179,
                20611,
                62568
              ]
            ],
            "accuracy": 0.7483486220355438,
            "class_iou": {
              "roof": 0.6957328860950722,
              "vegetation_or_fence_hedge": 0.5542920538066842,
              "other": 0.579515773484245
            },
            "mean_iou": 0.6098469044620005,
            "roof_retention": 0.993600721045516,
            "vegetation_or_fence_hedge_rejection": 0.1016925289379205,
            "tree8_rejection": 0.22981635749899354,
            "fence_hedge4_rejection": 0.09744876620660811,
            "rejection_fraction": 0.04397994967606443,
            "nll": 0.6409376263618469
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                86623,
                19475,
                2950
              ],
              [
                9865,
                149012,
                26279
              ],
              [
                3358,
                31159,
                83001
              ]
            ],
            "accuracy": 0.77391055129432,
            "class_iou": {
              "roof": 0.7084509000498892,
              "vegetation_or_fence_hedge": 0.6319691250689172,
              "other": 0.5656061111981846
            },
            "mean_iou": 0.6353420454389971,
            "roof_retention": 0.9848965593133299,
            "vegetation_or_fence_hedge_rejection": 0.1811553500831731,
            "tree8_rejection": 0.3739718954007303,
            "fence_hedge4_rejection": 0.17569388305039074,
            "rejection_fraction": 0.08758822700754393,
            "nll": 0.5790189504623413
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "fusion_mlp_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60428,
                2223,
                3919
              ],
              [
                5024,
                84492,
                9921
              ],
              [
                4767,
                7626,
                73965
              ]
            ],
            "accuracy": 0.8673350107978524,
            "class_iou": {
              "roof": 0.7913463679103208,
              "vegetation_or_fence_hedge": 0.773127390516626,
              "other": 0.7381883869937523
            },
            "mean_iou": 0.7675540484735665,
            "roof_retention": 0.9979119723599219,
            "vegetation_or_fence_hedge_rejection": 0.4835423433933043,
            "tree8_rejection": 0.7760366665634387,
            "fence_hedge4_rejection": 0.37599330823923044,
            "rejection_fraction": 0.19427416638598854,
            "nll": 0.3603017032146454
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                92708,
                11948,
                4392
              ],
              [
                6529,
                161558,
                17069
              ],
              [
                4946,
                18174,
                94398
              ]
            ],
            "accuracy": 0.8468432583150767,
            "class_iou": {
              "roof": 0.7692141748877808,
              "vegetation_or_fence_hedge": 0.7504621930712846,
              "other": 0.6792249188726355
            },
            "mean_iou": 0.7329670956105669,
            "roof_retention": 0.987528427848287,
            "vegetation_or_fence_hedge_rejection": 0.3862256691654605,
            "tree8_rejection": 0.699240216870136,
            "fence_hedge4_rejection": 0.35516033414174075,
            "rejection_fraction": 0.17971106717639573,
            "nll": 0.40700316429138184
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60051,
                2701,
                3818
              ],
              [
                5984,
                82576,
                10877
              ],
              [
                4717,
                9525,
                72116
              ]
            ],
            "accuracy": 0.85092227527589,
            "class_iou": {
              "roof": 0.7771479597779245,
              "vegetation_or_fence_hedge": 0.7395108496099871,
              "other": 0.7136453148347897
            },
            "mean_iou": 0.7434347080742337,
            "roof_retention": 0.99598918431726,
            "vegetation_or_fence_hedge_rejection": 0.4741595180868288,
            "tree8_rejection": 0.7439534235545509,
            "fence_hedge4_rejection": 0.3615641990798829,
            "rejection_fraction": 0.19194024527965448,
            "nll": 0.39601731300354004
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                92382,
                12345,
                4321
              ],
              [
                7492,
                159491,
                18173
              ],
              [
                4897,
                19602,
                93019
              ]
            ],
            "accuracy": 0.8376817367058355,
            "class_iou": {
              "roof": 0.7607401368610884,
              "vegetation_or_fence_hedge": 0.734632870112343,
              "other": 0.6643644830443105
            },
            "mean_iou": 0.7199124966725806,
            "roof_retention": 0.9863454625486024,
            "vegetation_or_fence_hedge_rejection": 0.3807114001166584,
            "tree8_rejection": 0.6797661638328477,
            "fence_hedge4_rejection": 0.34424683373753706,
            "rejection_fraction": 0.17805460966380227,
            "nll": 0.427702397108078
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                59189,
                3569,
                3812
              ],
              [
                7555,
                79131,
                12751
              ],
              [
                4649,
                12248,
                69461
              ]
            ],
            "accuracy": 0.823335248548729,
            "class_iou": {
              "roof": 0.7513773580115266,
              "vegetation_or_fence_hedge": 0.6865792076630746,
              "other": 0.6748962796708154
            },
            "mean_iou": 0.7042842817818055,
            "roof_retention": 0.9916929547844374,
            "vegetation_or_fence_hedge_rejection": 0.4459205325985297,
            "tree8_rejection": 0.6827599021399151,
            "fence_hedge4_rejection": 0.3191133416980343,
            "rejection_fraction": 0.18477601886156955,
            "nll": 0.4642718732357025
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                91568,
                13147,
                4333
              ],
              [
                9062,
                155863,
                20231
              ],
              [
                4829,
                21709,
                90980
              ]
            ],
            "accuracy": 0.8219405326895333,
            "class_iou": {
              "roof": 0.7448246691448605,
              "vegetation_or_fence_hedge": 0.7084295402068979,
              "other": 0.6403344547514815
            },
            "mean_iou": 0.6978628880344133,
            "roof_retention": 0.983805296750055,
            "vegetation_or_fence_hedge_rejection": 0.3649949231998963,
            "tree8_rejection": 0.643215431711725,
            "fence_hedge4_rejection": 0.3147399622743196,
            "rejection_fraction": 0.17337669592589175,
            "nll": 0.4681890606880188
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                54087,
                11703,
                780
              ],
              [
                8370,
                90859,
                208
              ],
              [
                2682,
                82083,
                1593
              ]
            ],
            "accuracy": 0.5806629286945496,
            "class_iou": {
              "roof": 0.6967998763237226,
              "vegetation_or_fence_hedge": 0.47022869948194573,
              "other": 0.018237812836306183
            },
            "mean_iou": 0.3950887962139915,
            "roof_retention": 0.9944269190325973,
            "vegetation_or_fence_hedge_rejection": 0.16303790339612015,
            "tree8_rejection": 0.24418568641417113,
            "fence_hedge4_rejection": 0.2553324968632371,
            "rejection_fraction": 0.07394844768490084,
            "nll": 0.8354031443595886
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                86623,
                19475,
                2950
              ],
              [
                9865,
                149012,
                26279
              ],
              [
                3358,
                31159,
                83001
              ]
            ],
            "accuracy": 0.77391055129432,
            "class_iou": {
              "roof": 0.7084509000498892,
              "vegetation_or_fence_hedge": 0.6319691250689172,
              "other": 0.5656061111981846
            },
            "mean_iou": 0.6353420454389971,
            "roof_retention": 0.9848965593133299,
            "vegetation_or_fence_hedge_rejection": 0.1811553500831731,
            "tree8_rejection": 0.3739718954007303,
            "fence_hedge4_rejection": 0.17569388305039074,
            "rejection_fraction": 0.08758822700754393,
            "nll": 0.5790189504623413
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "local_context_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                58710,
                5679,
                2181
              ],
              [
                9293,
                72606,
                17538
              ],
              [
                3634,
                19770,
                62954
              ]
            ],
            "accuracy": 0.769797713629069,
            "class_iou": {
              "roof": 0.7385184346579117,
              "vegetation_or_fence_hedge": 0.5813782169338436,
              "other": 0.5934745515050388
            },
            "mean_iou": 0.6377904010322647,
            "roof_retention": 0.9929848280006008,
            "vegetation_or_fence_hedge_rejection": 0.22369942777839236,
            "tree8_rejection": 0.4925830726827909,
            "fence_hedge4_rejection": 0.17712254286909243,
            "rejection_fraction": 0.09326174390268065,
            "nll": 0.6042829751968384
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                93202,
                12941,
                2905
              ],
              [
                10859,
                149494,
                24803
              ],
              [
                3855,
                29692,
                83971
              ]
            ],
            "accuracy": 0.7934164314756074,
            "class_iou": {
              "roof": 0.7530744493463261,
              "vegetation_or_fence_hedge": 0.6562827880187366,
              "other": 0.5782091361051052
            },
            "mean_iou": 0.662522124490056,
            "roof_retention": 0.988867287799868,
            "vegetation_or_fence_hedge_rejection": 0.34486595087385774,
            "tree8_rejection": 0.6489691292000147,
            "fence_hedge4_rejection": 0.342225815144166,
            "rejection_fraction": 0.16150217865452904,
            "nll": 0.5331041216850281
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.0,
          "fallback": null,
          "shift_proxy": null
        }
      },
      "context_fusion_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60268,
                2405,
                3897
              ],
              [
                5887,
                82801,
                10749
              ],
              [
                4477,
                7991,
                73890
              ]
            ],
            "accuracy": 0.8597032076555783,
            "class_iou": {
              "roof": 0.7833727610679283,
              "vegetation_or_fence_hedge": 0.7538808918995202,
              "other": 0.7315551859332303
            },
            "mean_iou": 0.7562696129668929,
            "roof_retention": 0.9958690100645936,
            "vegetation_or_fence_hedge_rejection": 0.46098534750646136,
            "tree8_rejection": 0.7799386826050603,
            "fence_hedge4_rejection": 0.40338770388958595,
            "rejection_fraction": 0.18600439839121907,
            "nll": 0.4102902114391327
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                92548,
                12130,
                4370
              ],
              [
                7392,
                159867,
                17897
              ],
              [
                4656,
                18539,
                94323
              ]
            ],
            "accuracy": 0.8421653445771662,
            "class_iou": {
              "roof": 0.7642531545220321,
              "vegetation_or_fence_hedge": 0.7407251245221823,
              "other": 0.6747719712415495
            },
            "mean_iou": 0.7265834167619213,
            "roof_retention": 0.9862812706331157,
            "vegetation_or_fence_hedge_rejection": 0.37411155998185314,
            "tree8_rejection": 0.7015638254711762,
            "fence_hedge4_rejection": 0.3728105631905147,
            "rejection_fraction": 0.1746421128819932,
            "nll": 0.4376436769962311
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60340,
                2516,
                3714
              ],
              [
                6419,
                81769,
                11249
              ],
              [
                4443,
                8938,
                72977
              ]
            ],
            "accuracy": 0.8522814177877281,
            "class_iou": {
              "roof": 0.7792643868168199,
              "vegetation_or_fence_hedge": 0.7373817532531945,
              "other": 0.7202554258248537
            },
            "mean_iou": 0.7456338552982894,
            "roof_retention": 0.9955986179960943,
            "vegetation_or_fence_hedge_rejection": 0.4468960246186027,
            "tree8_rejection": 0.759004056857948,
            "fence_hedge4_rejection": 0.3613550815558344,
            "rejection_fraction": 0.18052424068313752,
            "nll": 0.43100932240486145
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                92559,
                12288,
                4201
              ],
              [
                7921,
                158931,
                18304
              ],
              [
                4619,
                19400,
                93499
              ]
            ],
            "accuracy": 0.8379173325690636,
            "class_iou": {
              "roof": 0.7612511103069382,
              "vegetation_or_fence_hedge": 0.7329278190773091,
              "other": 0.6677402998078887
            },
            "mean_iou": 0.7206397430640452,
            "roof_retention": 0.9860703543393735,
            "vegetation_or_fence_hedge_rejection": 0.36592927045302337,
            "tree8_rejection": 0.6876221738649356,
            "fence_hedge4_rejection": 0.34478577202910266,
            "rejection_fraction": 0.171023166116943,
            "nll": 0.45045721530914307
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                60052,
                2860,
                3658
              ],
              [
                7290,
                79855,
                12292
              ],
              [
                4406,
                10740,
                71212
              ]
            ],
            "accuracy": 0.8365621223228261,
            "class_iou": {
              "roof": 0.7672808115912402,
              "vegetation_or_fence_hedge": 0.7064501004096004,
              "other": 0.6960550494584978
            },
            "mean_iou": 0.7232619871531129,
            "roof_retention": 0.9948174853537629,
            "vegetation_or_fence_hedge_rejection": 0.42516367147037826,
            "tree8_rejection": 0.7154625127744573,
            "fence_hedge4_rejection": 0.31283981597657884,
            "rejection_fraction": 0.172726011927169,
            "nll": 0.4729413688182831
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                92200,
                12706,
                4142
              ],
              [
                8791,
                157013,
                19352
              ],
              [
                4579,
                21091,
                91848
              ]
            ],
            "accuracy": 0.8283769145199916,
            "class_iou": {
              "roof": 0.7531572154421735,
              "vegetation_or_fence_hedge": 0.7171082378409979,
              "other": 0.6513488213769041
            },
            "mean_iou": 0.707204758220025,
            "roof_retention": 0.9855384784681975,
            "vegetation_or_fence_hedge_rejection": 0.3534587050919225,
            "tree8_rejection": 0.6602183454431454,
            "fence_hedge4_rejection": 0.3119105362436001,
            "rejection_fraction": 0.16589592006256648,
            "nll": 0.4764324724674225
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 1.0,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                58941,
                5227,
                2402
              ],
              [
                8903,
                73941,
                16593
              ],
              [
                3804,
                25573,
                56981
              ]
            ],
            "accuracy": 0.752334911734987,
            "class_iou": {
              "roof": 0.7434817160084262,
              "vegetation_or_fence_hedge": 0.5677418859463901,
              "other": 0.5408578778012966
            },
            "mean_iou": 0.6173604932520376,
            "roof_retention": 0.9934805467928496,
            "vegetation_or_fence_hedge_rejection": 0.24602512143367158,
            "tree8_rejection": 0.5080982317054288,
            "fence_hedge4_rejection": 0.2574236721037223,
            "rejection_fraction": 0.10308085511065322,
            "nll": 0.6426640152931213
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                86623,
                19475,
                2950
              ],
              [
                9865,
                149012,
                26279
              ],
              [
                3358,
                31159,
                83001
              ]
            ],
            "accuracy": 0.77391055129432,
            "class_iou": {
              "roof": 0.7084509000498892,
              "vegetation_or_fence_hedge": 0.6319691250689172,
              "other": 0.5656061111981846
            },
            "mean_iou": 0.6353420454389971,
            "roof_retention": 0.9848965593133299,
            "vegetation_or_fence_hedge_rejection": 0.1811553500831731,
            "tree8_rejection": 0.3739718954007303,
            "fence_hedge4_rejection": 0.17569388305039074,
            "rejection_fraction": 0.08758822700754393,
            "nll": 0.5790189504623413
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      },
      "gated_fusion_seed20261028": {
        "clean": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                58188,
                2539,
                5843
              ],
              [
                5633,
                83132,
                10672
              ],
              [
                4242,
                8588,
                73528
              ]
            ],
            "accuracy": 0.8513383393101263,
            "class_iou": {
              "roof": 0.7611747007652561,
              "vegetation_or_fence_hedge": 0.7518903078759813,
              "other": 0.7147453656450186
            },
            "mean_iou": 0.7426034580954187,
            "roof_retention": 0.9963046417305093,
            "vegetation_or_fence_hedge_rejection": 0.40520128322455423,
            "tree8_rejection": 0.7618841163172401,
            "fence_hedge4_rejection": 0.3479715600167294,
            "rejection_fraction": 0.16324371446119706,
            "nll": 0.4167840778827667
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                90468,
                12264,
                6316
              ],
              [
                7138,
                160198,
                17820
              ],
              [
                4421,
                19136,
                93961
              ]
            ],
            "accuracy": 0.8370380985227897,
            "class_iou": {
              "roof": 0.7501057152569918,
              "vegetation_or_fence_hedge": 0.7397532278025084,
              "other": 0.6633134256710012
            },
            "mean_iou": 0.7177241229101671,
            "roof_retention": 0.9865472085687037,
            "vegetation_or_fence_hedge_rejection": 0.3441530385188706,
            "tree8_rejection": 0.6908125253568399,
            "fence_hedge4_rejection": 0.33710590137429264,
            "rejection_fraction": 0.16069095166155803,
            "nll": 0.4416240155696869
          },
          "current_optical_coverage": 0.6129500002428824,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8830606937408447,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        },
        "shift_1m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                58193,
                2659,
                5718
              ],
              [
                6136,
                82063,
                11238
              ],
              [
                4229,
                9638,
                72491
              ]
            ],
            "accuracy": 0.8430130961107919,
            "class_iou": {
              "roof": 0.7563917592773121,
              "vegetation_or_fence_hedge": 0.7344496751212701,
              "other": 0.7016570842286621
            },
            "mean_iou": 0.7308328395424147,
            "roof_retention": 0.9961694456962595,
            "vegetation_or_fence_hedge_rejection": 0.39148405523095026,
            "tree8_rejection": 0.7423740361091326,
            "fence_hedge4_rejection": 0.31283981597657884,
            "rejection_fraction": 0.15794979493986885,
            "nll": 0.4394116997718811
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                90432,
                12433,
                6183
              ],
              [
                7638,
                159225,
                18293
              ],
              [
                4407,
                20140,
                92971
              ]
            ],
            "accuracy": 0.8321828806816249,
            "class_iou": {
              "roof": 0.7467979156516066,
              "vegetation_or_fence_hedge": 0.731299000133193,
              "other": 0.6547530177331436
            },
            "mean_iou": 0.7109499778393144,
            "roof_retention": 0.9864096544640892,
            "vegetation_or_fence_hedge_rejection": 0.3365324375121519,
            "tree8_rejection": 0.6781248847416369,
            "fence_hedge4_rejection": 0.3146052277014282,
            "rejection_fraction": 0.1573513195797164,
            "nll": 0.4556022882461548
          },
          "current_optical_coverage": 0.6077207436085514,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8833229541778564,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "shift_2m": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                57801,
                3170,
                5599
              ],
              [
                6866,
                80306,
                12265
              ],
              [
                4117,
                11587,
                70654
              ]
            ],
            "accuracy": 0.8272185128682662,
            "class_iou": {
              "roof": 0.7453096592008046,
              "vegetation_or_fence_hedge": 0.7032418515858977,
              "other": 0.6779182898044559
            },
            "mean_iou": 0.7088232668637194,
            "roof_retention": 0.9955235090881779,
            "vegetation_or_fence_hedge_rejection": 0.3716624596478172,
            "tree8_rejection": 0.7019912669164783,
            "fence_hedge4_rejection": 0.2703889585947302,
            "rejection_fraction": 0.1504289422067244,
            "nll": 0.48194143176078796
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                89982,
                13018,
                6048
              ],
              [
                8365,
                157466,
                19325
              ],
              [
                4293,
                22006,
                91219
              ]
            ],
            "accuracy": 0.8225623114625888,
            "class_iou": {
              "roof": 0.739339062987856,
              "vegetation_or_fence_hedge": 0.7151694068489418,
              "other": 0.6383817035362619
            },
            "mean_iou": 0.6976300577910198,
            "roof_retention": 0.9859511407820409,
            "vegetation_or_fence_hedge_rejection": 0.3255471062239409,
            "tree8_rejection": 0.6531184302733006,
            "fence_hedge4_rejection": 0.28631096739423334,
            "rejection_fraction": 0.15260782761183517,
            "nll": 0.48201414942741394
          },
          "current_optical_coverage": 0.600873890634943,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": 0.8827580809593201,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": "nearest point optical descriptor at XY+offset; max donor distance .75m; no original-raster resampling"
        },
        "missing_optical": {
          "common_original_optical_coverage": {
            "records": 252365,
            "confusion": [
              [
                57237,
                5164,
                4169
              ],
              [
                8696,
                73366,
                17375
              ],
              [
                3617,
                24862,
                57879
              ]
            ],
            "accuracy": 0.746862679056129,
            "class_iou": {
              "roof": 0.7255936006490625,
              "vegetation_or_fence_hedge": 0.5666947313131937,
              "other": 0.5364034030879873
            },
            "mean_iou": 0.6095639116834145,
            "roof_retention": 0.9961844674778428,
            "vegetation_or_fence_hedge_rejection": 0.19414302523205648,
            "tree8_rejection": 0.44278591558019265,
            "fence_hedge4_rejection": 0.17147636971978253,
            "rejection_fraction": 0.07954748083133556,
            "nll": 0.6437530517578125
          },
          "full_scene_with_point_fallback": {
            "records": 411722,
            "confusion": [
              [
                86623,
                19475,
                2950
              ],
              [
                9865,
                149012,
                26279
              ],
              [
                3358,
                31159,
                83001
              ]
            ],
            "accuracy": 0.77391055129432,
            "class_iou": {
              "roof": 0.7084509000498892,
              "vegetation_or_fence_hedge": 0.6319691250689172,
              "other": 0.5656061111981846
            },
            "mean_iou": 0.6353420454389971,
            "roof_retention": 0.9848965593133299,
            "vegetation_or_fence_hedge_rejection": 0.1811553500831731,
            "tree8_rejection": 0.3739718954007303,
            "fence_hedge4_rejection": 0.17569388305039074,
            "rejection_fraction": 0.08758822700754393,
            "nll": 0.5790189504623413
          },
          "current_optical_coverage": 0.0,
          "common_metric_uses_native_model_without_fallback": true,
          "mean_gate_when_image_available": null,
          "fallback": "point_mlp same seed, own calibration_full temperature and threshold",
          "shift_proxy": null
        }
      }
    },
    "target_diagnostics": {
      "linear_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 4291,
          "rejection_fraction": 0.052240077915753594,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
          "output_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "point_mlp_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 2811,
          "rejection_fraction": 0.03422205989773557,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
          "output_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "fusion_mlp_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 607,
          "rejection_fraction": 0.007389822254687119,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
          "output_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "local_context_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 5411,
          "rejection_fraction": 0.06587533479425371,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
          "output_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "context_fusion_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 2233,
          "rejection_fraction": 0.027185293401509616,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
          "output_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "gated_fusion_seed20261026": {
        "clean": {
          "records": 82140,
          "rejected": 2136,
          "rejection_fraction": 0.02600438276113952,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
          "output_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
          "mean_gate_when_image_available": 0.9397826194763184,
          "target_semantic_GT_available": false
        }
      },
      "linear_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 4329,
          "rejection_fraction": 0.052702702702702706,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261027/target_predictions.npz",
          "output_sha256": "fa6eaec50f7cf685c75407d7e1fdae66bcdf51951778a4b960a71747bc8cda6a",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "point_mlp_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 3011,
          "rejection_fraction": 0.036656927197467735,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261027/target_predictions.npz",
          "output_sha256": "0f615daab092c9ab21c6a87ade0c725663be3044b7cf965a1787278c5bdb0e35",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "fusion_mlp_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 83,
          "rejection_fraction": 0.0010104699293888484,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261027/target_predictions.npz",
          "output_sha256": "78eddf06b2c80152aebabf409d98133571bdfc4c099bdf7f3a76bb67e4980f47",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "local_context_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 6066,
          "rejection_fraction": 0.07384952520087655,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261027/target_predictions.npz",
          "output_sha256": "1f12938d9732f8a3c5068ddbaee9436fdb15fba8155023de931c5e4bdc52f9ff",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "context_fusion_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 2881,
          "rejection_fraction": 0.03507426345264183,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261027/target_predictions.npz",
          "output_sha256": "dbb51e1707fb00877c46223d0c4a9f6f7c6d7e2cbb0a3d9ff1e7bdcb7f3ec704",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "gated_fusion_seed20261027": {
        "clean": {
          "records": 82140,
          "rejected": 3062,
          "rejection_fraction": 0.03727781835889944,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261027/target_predictions.npz",
          "output_sha256": "cd971ff20e905676581068cd81bfce453a970c3e181872109dc25a3b630f206f",
          "mean_gate_when_image_available": 0.6400144100189209,
          "target_semantic_GT_available": false
        }
      },
      "linear_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 4382,
          "rejection_fraction": 0.05334794253713172,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261028/target_predictions.npz",
          "output_sha256": "8c9deae25091d5500e71668a51933d5befd0dd87510a05a0521bd51caa776d17",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "point_mlp_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 2468,
          "rejection_fraction": 0.03004626247869491,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261028/target_predictions.npz",
          "output_sha256": "c929c9292c58f4a50a9d505b6546315bf6b790becdc0e6b3425bea15b458768a",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "fusion_mlp_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 211,
          "rejection_fraction": 0.002568785001217434,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261028/target_predictions.npz",
          "output_sha256": "868be953249cba053a5fdcb675f1f32636ed14f67a3905e0f047e883812a4825",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "local_context_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 5410,
          "rejection_fraction": 0.06586316045775505,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261028/target_predictions.npz",
          "output_sha256": "1a9f8e9bc5b749a4a640f003258d2a41784d39f12d649049144d3bbffee1bb58",
          "mean_gate_when_image_available": 0.0,
          "target_semantic_GT_available": false
        }
      },
      "context_fusion_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 2544,
          "rejection_fraction": 0.030971512052593134,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261028/target_predictions.npz",
          "output_sha256": "0a01b6f318bd76686d68548d12ebca36dff2fd2c7bb49e77d3fe62a5d3194ca3",
          "mean_gate_when_image_available": 1.0,
          "target_semantic_GT_available": false
        }
      },
      "gated_fusion_seed20261028": {
        "clean": {
          "records": 82140,
          "rejected": 2678,
          "rejection_fraction": 0.03260287314341368,
          "optical_coverage": 1.0,
          "output": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261028/target_predictions.npz",
          "output_sha256": "34030d7170d911ecfabc37ae7749be7c9537e908b45c66a9b86e277dacce6a35",
          "mean_gate_when_image_available": 0.7025007605552673,
          "target_semantic_GT_available": false
        }
      }
    },
    "target_semantic_accuracy_available": false,
    "elapsed_seconds": 74.76084351539612,
    "limitations": [
      "Per-point semantics only; no learned roof-plane correction or occlusion completion",
      "No independent target-domain semantic or LoD2 reference labels",
      "Engineered geometric descriptors predate this round and use unlabeled full-scene context",
      "Shift conditions use nearest-point descriptors as a raster misregistration proxy",
      "Source validation is one contiguous region; results need additional geographic validation"
    ]
  },
  "reconstruction_rows": [
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 11321,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "keep_sha256": "ba2a22e25e8a3ab7d2cfb6526c27e1983b0ab2d8d63337e2031c0495dce4279e",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.41455507278442383,
      "incremental_arm_seconds": 0.5389673709869385,
      "model_sha256": "464176fd2a8c04cd237da09aaa21208caa395f668607f017fe58524435fea192",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 158,
      "maximum_roof_z_m": 72.058,
      "minimum_roof_z_m": 56.757,
      "maximum_height_above_native_ground_m": 26.267999084472663,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 886,
        "noded_unique_edges": 443,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 443,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 11091,
      "removed_points": 230,
      "removed_fraction": 0.020316226481759563,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "396fdb3f042ae755e0cd030996a1344652f7bdced33371d8f5a36982f59be3a0",
      "keep_sha256": "267543dca8acc3bd54c5cfd69bb9251da9be96c1a3598f85193df363f5a7206e",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.4186859130859375,
      "incremental_arm_seconds": 0.5436992645263672,
      "model_sha256": "e8a7d34b89652b1d6d941cc5b4ac990b275ffc9f05a5df44ea14cefd6db7431e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84575-osm-67521488/decisions.npz",
        "plane_protected_points": 8987,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 162,
      "maximum_roof_z_m": 72.503,
      "minimum_roof_z_m": 56.742000000000004,
      "maximum_height_above_native_ground_m": 26.712999084472656,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 910,
        "noded_unique_edges": 455,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 455,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 10701,
      "removed_points": 620,
      "removed_fraction": 0.0547654800812649,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "b89be7529536e0825f9320d240a6199920b8aa3056ddd097cf9327517061a3cd",
      "keep_sha256": "e9e8cc0d239e5d8a9bbd676ef3fb34c444db9cd66f00686ddc4f728e1c236876",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.41692137718200684,
      "incremental_arm_seconds": 0.5023481845855713,
      "model_sha256": "c629f083b0e072c313abdfd896b2e01dfc9c0867d997dff3a1b6825912be2337",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 11,
      "total_surfaces": 165,
      "maximum_roof_z_m": 71.789,
      "minimum_roof_z_m": 56.736000000000004,
      "maximum_height_above_native_ground_m": 25.998999084472658,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 936,
        "noded_unique_edges": 468,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 468,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 10780,
      "removed_points": 541,
      "removed_fraction": 0.04778729794187793,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "7c52c61b64559dff6b448970c0c7617dcf42fa7de4667237ce40de68edb5a827",
      "keep_sha256": "e68e6ae962d3eb843a26923210828cb7650f08560f85f6ad422ca47fc0f90afa",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.40286898612976074,
      "incremental_arm_seconds": 0.5043082237243652,
      "model_sha256": "71ceae782f96325ed2144ffdcd4ffafc82a98b281289bdb02c6d2abc2affb69e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 14,
      "total_surfaces": 172,
      "maximum_roof_z_m": 71.376,
      "minimum_roof_z_m": 56.741,
      "maximum_height_above_native_ground_m": 25.58599908447266,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 962,
        "noded_unique_edges": 481,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 481,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 11257,
      "removed_points": 64,
      "removed_fraction": 0.005653210847098313,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "81943416f8b60ec0a4db50adeb07fec16dbc58d69fc7090482c1f6c755b7014f",
      "keep_sha256": "4a70c67ab9e3263100ca41a7801c6045f9b126aa574ef2accd8cc92979826d62",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.42879724502563477,
      "incremental_arm_seconds": 0.568474292755127,
      "model_sha256": "a326a28fd751e7bb99933f308a497dafd24eb2c98b25b22156deafbf21da0f9a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 16,
      "total_surfaces": 176,
      "maximum_roof_z_m": 72.547,
      "minimum_roof_z_m": 56.755,
      "maximum_height_above_native_ground_m": 26.756999084472653,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 982,
        "noded_unique_edges": 491,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 491,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 10314,
      "removed_points": 1007,
      "removed_fraction": 0.08894973942231252,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "236cbe97a36d267849d7c26c1ac27dc8ac8c14e32d40af5b6a35201ff4eeb4a2",
      "keep_sha256": "d4e0122ef7082afd80832c285c1dc80fbc34311fd992320b479b45aec8b8fede",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.350191593170166,
      "incremental_arm_seconds": 0.470630407333374,
      "model_sha256": "7f4d0391b5181a6e63a7bce1248e94eff907a92e9bb5cd181e46c27942096b8e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 10,
      "total_surfaces": 146,
      "maximum_roof_z_m": 66.325,
      "minimum_roof_z_m": 56.745000000000005,
      "maximum_height_above_native_ground_m": 20.53499908447266,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 826,
        "noded_unique_edges": 413,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 413,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 11069,
      "removed_points": 252,
      "removed_fraction": 0.02225951771044961,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "9d020504b4b0c26e345521614abc8110f8cb8188be262d68028415af47955632",
      "keep_sha256": "47eba688712b817e53aa816b63d37f97b34caae5ce7709168083c240f196e19f",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.42219042778015137,
      "incremental_arm_seconds": 0.5031764507293701,
      "model_sha256": "4ed9f858aa4014c5fd516526ab2ca12d3d1a348329950bc33bb36fa30cf21e68",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": false,
      "closed_solid_certified": false,
      "roof_surfaces": 15,
      "total_surfaces": 175,
      "maximum_roof_z_m": 72.101,
      "minimum_roof_z_m": 56.753,
      "maximum_height_above_native_ground_m": 26.310999084472655,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 9,
      "nonmanifold_edges": 2,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 978,
        "noded_unique_edges": 494,
        "boundary_edges": 9,
        "nonmanifold_edges": 2,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 483,
        "all_edges_have_two_incidences": false,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84575-osm-67521488",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 11321,
      "kept_points": 11071,
      "removed_points": 250,
      "removed_fraction": 0.022082854871477785,
      "original_XYZ_sha256": "68936c855e8e0697d5d399b6d4622d90ef8c9946d64a03cf7d55869e84f7da53",
      "source_indices_sha256": "c5eb1c20e3a24cc719f324a79d19bc47ce34446e037b41679d4a6e9604955250",
      "selected_source_indices_sha256": "6bf8e5079addda18f6068b4f174e3c2d2ef11dee9919154e2f786505477428aa",
      "keep_sha256": "e118aa36c6554feb251677b50a75517806a744ce895fb78c51bceef4cf2292a8",
      "ground_points": 22107,
      "ground_sha256": "616172490c9e92f81ebceebea3e9a7e8a044562cfbb29985584bcb5d7a72f198",
      "footprint_sha256": "fd9aa7360ae0f65a142cc6c8087b4f05fec4b40a87ca57ef53ee0812d9d888a4",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.40012645721435547,
      "incremental_arm_seconds": 0.5041561126708984,
      "model_sha256": "a5596820b91af7e4345be111001dd8490bfef6c661eb23717d692da2ec4fd5db",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84575-osm-67521488/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 12,
      "total_surfaces": 155,
      "maximum_roof_z_m": 72.325,
      "minimum_roof_z_m": 56.742000000000004,
      "maximum_height_above_native_ground_m": 26.53499908447266,
      "native_ground_z_m": 45.790000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 870,
        "noded_unique_edges": 435,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 435,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1280,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "keep_sha256": "ff78f86be9213e50904a7510a9d6d8e050f2825254e70d18527a5682c3337434",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.15220952033996582,
      "incremental_arm_seconds": 0.27530503273010254,
      "model_sha256": "924b8cf37cf11d32e38c19c27d23355c07b0002b5147e9f7800f16d67ae4bf9c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 16,
      "maximum_roof_z_m": 69.812,
      "minimum_roof_z_m": 61.09,
      "maximum_height_above_native_ground_m": 16.872001373291013,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 76,
        "noded_unique_edges": 38,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 38,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1177,
      "removed_points": 103,
      "removed_fraction": 0.08046875,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "6adaca4e32bc75d14761c0654e972719687f5ed239c78974faa593e9d72e62d2",
      "keep_sha256": "877011518775d90c3fc6f5a15e5b42cba4a9d79339f675b3c3ee70deb042d649",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.13672208786010742,
      "incremental_arm_seconds": 0.24931573867797852,
      "model_sha256": "ec3a5316aac42734c341632885ed13f63d94f8b948f1c034eb88abb0a576c054",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84595-osm-67521431/decisions.npz",
        "plane_protected_points": 953,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.392,
      "minimum_roof_z_m": 61.084,
      "maximum_height_above_native_ground_m": 12.452001373291012,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1129,
      "removed_points": 151,
      "removed_fraction": 0.11796875,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "52734beb064189e91e2f1527e60bc9a3b1397ff723dbf79197766a7152721f07",
      "keep_sha256": "4244e93640b636bc285bb88bfbec5600388c05fd42fa94f1a942e530e86dcd62",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1678009033203125,
      "incremental_arm_seconds": 0.3027012348175049,
      "model_sha256": "149620520b7e35e049ad72f6190d1eba348e8ab7b0aa1b9884452bd9a22028a9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 19,
      "maximum_roof_z_m": 69.58800000000001,
      "minimum_roof_z_m": 61.075,
      "maximum_height_above_native_ground_m": 16.648001373291024,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 94,
        "noded_unique_edges": 47,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 47,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1191,
      "removed_points": 89,
      "removed_fraction": 0.06953125,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "fabbeae91a60f39c7bf5dff31146c4ba6306c81df0ac2da943101f2be1f1ab4d",
      "keep_sha256": "dfd8c3f40d99dddfdaf718f96124b636a4a4b284facf8ad9faf418c05ee59055",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12180709838867188,
      "incremental_arm_seconds": 0.19748353958129883,
      "model_sha256": "41c72713e63b93cb9ec1cc5d03ac3487fde68069a84f5e8e8a36872c15b68d8e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.392,
      "minimum_roof_z_m": 61.09,
      "maximum_height_above_native_ground_m": 12.452001373291012,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1192,
      "removed_points": 88,
      "removed_fraction": 0.06875,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "2ee2f4b0bab42af93fadab278e264930625980969630bef463b44cf27dcf8a4d",
      "keep_sha256": "b0d5802ea7e76aa3b4da3904ee4035e87d24e72d8080cde6d7d3ecff9e0bbd34",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12179064750671387,
      "incremental_arm_seconds": 0.19960331916809082,
      "model_sha256": "26eb93775b57d04a4a9bc6820ebfa1694451a178145ba0af9702cbb643a1efa0",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.39,
      "minimum_roof_z_m": 61.089,
      "maximum_height_above_native_ground_m": 12.450001373291016,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1067,
      "removed_points": 213,
      "removed_fraction": 0.16640625,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "6d6bc7fe58d4a73251a628c3b15501a1ed2467d7d176bb60c15f721d9569954d",
      "keep_sha256": "2a3d0215e5428764f0c91d91fd83cce84a76a6190418aad41415024a8e1730d8",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.174468994140625,
      "incremental_arm_seconds": 0.3890068531036377,
      "model_sha256": "79dd7cf1054d1094c03b914a21519902492f11c52744fd0c7b300e23fbb6720e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.389,
      "minimum_roof_z_m": 61.092,
      "maximum_height_above_native_ground_m": 12.449001373291011,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1133,
      "removed_points": 147,
      "removed_fraction": 0.11484375,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "bd195610bbd8f6d49949907fd3336b27a1d2dcf61a557ba71d23074cb36afb5a",
      "keep_sha256": "c7f839b47ffa87aee1b0af26abadc256b3f084cec3bd0791ee4482249da31c71",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14534330368041992,
      "incremental_arm_seconds": 0.2576291561126709,
      "model_sha256": "ba0d378504f8cfcee0c92b2272196d662f069d8cc3b3bb8fdfccff3f254b258e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.39,
      "minimum_roof_z_m": 61.089,
      "maximum_height_above_native_ground_m": 12.450001373291016,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84595-osm-67521431",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1280,
      "kept_points": 1141,
      "removed_points": 139,
      "removed_fraction": 0.10859375,
      "original_XYZ_sha256": "72d96582843b9eb12568c9c2ec8ecff628517c7bc502d4ac839847fb7e31a226",
      "source_indices_sha256": "33e2c238aaf181e8664b672dd1c8dffdbca9de6285fd74e5b024abc0b65da7bb",
      "selected_source_indices_sha256": "5e1cf12a2fb6bf3258da01896bf240d18afdc1436db413489ed767986cebbfda",
      "keep_sha256": "cfdca9f95855787466df57ac010953a9a0929ac9695bf422fde603847f92aaa8",
      "ground_points": 4304,
      "ground_sha256": "290a4397d2d63287a29e27f9e3415fd633bacb97dfce9acf3d323ccaa6d64ce3",
      "footprint_sha256": "7fc6fe874df4b4b27f8565c3ab3d28065816bbe8aa41d972d3fbc600ba28c0a0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.13481664657592773,
      "incremental_arm_seconds": 0.28008103370666504,
      "model_sha256": "e3e5a4d8677d0cac1b7215196242bbad1a2927d8fec293da21a402ce7bbd39be",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84595-osm-67521431/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 65.391,
      "minimum_roof_z_m": 61.088,
      "maximum_height_above_native_ground_m": 12.451001373291021,
      "native_ground_z_m": 52.939998626708984,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5400,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "keep_sha256": "6e195d12f574e6ea43aa219f0653893276775413f901ec158d3058402db90021",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.37600135803222656,
      "incremental_arm_seconds": 0.5851595401763916,
      "model_sha256": "8c44ded3e5be7e8e61f9a25da5185588df7dd17f1894fbeed0e4025c30502118",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 47,
      "maximum_roof_z_m": 62.300000000000004,
      "minimum_roof_z_m": 46.735,
      "maximum_height_above_native_ground_m": 19.730000305175786,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 246,
        "noded_unique_edges": 123,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 123,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5400,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "keep_sha256": "6e195d12f574e6ea43aa219f0653893276775413f901ec158d3058402db90021",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.37600135803222656,
      "incremental_arm_seconds": 0.023557662963867188,
      "model_sha256": "8c44ded3e5be7e8e61f9a25da5185588df7dd17f1894fbeed0e4025c30502118",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row85199-osm-67521425/decisions.npz",
        "plane_protected_points": 4698,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 47,
      "maximum_roof_z_m": 62.300000000000004,
      "minimum_roof_z_m": 46.735,
      "maximum_height_above_native_ground_m": 19.730000305175786,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 246,
        "noded_unique_edges": 123,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 123,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5246,
      "removed_points": 154,
      "removed_fraction": 0.02851851851851852,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "16e1c15fea5b84ae19426dfc0574d2a3aa536d390572a6d4094846e63698d234",
      "keep_sha256": "3cbb190e0b33612ca3ceb9e57603818d0188962cd88bb1c5651bf748d45847a1",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.31091809272766113,
      "incremental_arm_seconds": 0.5300741195678711,
      "model_sha256": "bc765085fde6242d70c2d0b1c23c56fa36cc58dfc085e47d6ab6459083e64f50",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 5,
      "total_surfaces": 35,
      "maximum_roof_z_m": 59.298,
      "minimum_roof_z_m": 46.824,
      "maximum_height_above_native_ground_m": 16.728000305175783,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 182,
        "noded_unique_edges": 91,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 91,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5371,
      "removed_points": 29,
      "removed_fraction": 0.00537037037037037,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "4c5587c53681b0b159cd41c17307f9fc15d248a2e56804295c1c6d8d6ff37e83",
      "keep_sha256": "c2bd038f60be1637376fd36045017fff42e91d69db166cc55364dd284dd800ed",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.2762014865875244,
      "incremental_arm_seconds": 0.4938337802886963,
      "model_sha256": "698a3823f2e5bc69626d4c64e7e44eaa8a2a5476989f254c2022cbcdf29081c5",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 5,
      "total_surfaces": 43,
      "maximum_roof_z_m": 62.379,
      "minimum_roof_z_m": 46.741,
      "maximum_height_above_native_ground_m": 19.80900030517578,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 228,
        "noded_unique_edges": 114,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 114,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5400,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "keep_sha256": "6e195d12f574e6ea43aa219f0653893276775413f901ec158d3058402db90021",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.37600135803222656,
      "incremental_arm_seconds": 0.013562917709350586,
      "model_sha256": "8c44ded3e5be7e8e61f9a25da5185588df7dd17f1894fbeed0e4025c30502118",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 47,
      "maximum_roof_z_m": 62.300000000000004,
      "minimum_roof_z_m": 46.735,
      "maximum_height_above_native_ground_m": 19.730000305175786,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 246,
        "noded_unique_edges": 123,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 123,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5358,
      "removed_points": 42,
      "removed_fraction": 0.0077777777777777776,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "dffd1f3dab9d0a8a65b44a67d1b9760493e363314472a834d08e33c7d03dcb83",
      "keep_sha256": "bc8bc9a95c07565a6ef3d8c6237a86f2d650253ef95e94fe0037c116897795c6",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.258211612701416,
      "incremental_arm_seconds": 0.46605968475341797,
      "model_sha256": "34e0af220d93376105c7c682087d565b7765b21d36a5f808df426dcc6c4c1a86",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 46,
      "maximum_roof_z_m": 60.901,
      "minimum_roof_z_m": 46.892,
      "maximum_height_above_native_ground_m": 18.331000305175785,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 238,
        "noded_unique_edges": 119,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 119,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5400,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "keep_sha256": "6e195d12f574e6ea43aa219f0653893276775413f901ec158d3058402db90021",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.37600135803222656,
      "incremental_arm_seconds": 0.01578664779663086,
      "model_sha256": "8c44ded3e5be7e8e61f9a25da5185588df7dd17f1894fbeed0e4025c30502118",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 47,
      "maximum_roof_z_m": 62.300000000000004,
      "minimum_roof_z_m": 46.735,
      "maximum_height_above_native_ground_m": 19.730000305175786,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 246,
        "noded_unique_edges": 123,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 123,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row85199-osm-67521425",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 5400,
      "kept_points": 5400,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d2b792ae6584e6255a1dca8cf48560e9ca923bc56511d1cc63f2a362746c7ec6",
      "source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "selected_source_indices_sha256": "2d4efd5853a7612c7c9e8cc5848f949c52f8d48f2eabe17886bb19f5159e33db",
      "keep_sha256": "6e195d12f574e6ea43aa219f0653893276775413f901ec158d3058402db90021",
      "ground_points": 8445,
      "ground_sha256": "2b37cbaa424c52c3ce8d3cce3a267d6847e02bb6cdf5c7212e43fa3cbc5593c1",
      "footprint_sha256": "f39f2a87b67972e9494bf2fdddfa099da174b129bc73409d2c290c1896fb0c02",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.37600135803222656,
      "incremental_arm_seconds": 0.011677265167236328,
      "model_sha256": "8c44ded3e5be7e8e61f9a25da5185588df7dd17f1894fbeed0e4025c30502118",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row85199-osm-67521425/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 47,
      "maximum_roof_z_m": 62.300000000000004,
      "minimum_roof_z_m": 46.735,
      "maximum_height_above_native_ground_m": 19.730000305175786,
      "native_ground_z_m": 42.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 246,
        "noded_unique_edges": 123,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 123,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1793,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "keep_sha256": "bc4801d1a45c008e6755de853b5fb52f6750142d17ac11fde361e96272800092",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16492843627929688,
      "incremental_arm_seconds": 0.35923051834106445,
      "model_sha256": "ddfaecf95524d64deb52e2e215f5ec5c991c1330aee650f8d774032f0d83fd35",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 6,
      "total_surfaces": 35,
      "maximum_roof_z_m": 72.188,
      "minimum_roof_z_m": 63.698,
      "maximum_height_above_native_ground_m": 21.307998931884768,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 176,
        "noded_unique_edges": 88,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 88,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1782,
      "removed_points": 11,
      "removed_fraction": 0.006134969325153374,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "4a6c2f21c7f7d60a7a1199dedbe50d488f831cf15fddaab4367f0cf7c659b219",
      "keep_sha256": "dc8dfc2d1ef2afd9e36efd6fef6f6d9f36a5c12001f8f1713b64746a314dc6d4",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17164349555969238,
      "incremental_arm_seconds": 0.34044480323791504,
      "model_sha256": "2e12bc999628c3894a32405783b87be67f2f749cbf312a2201d657effcf3ed1a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84681-osm-67521385/decisions.npz",
        "plane_protected_points": 1152,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 16,
      "maximum_roof_z_m": 65.134,
      "minimum_roof_z_m": 63.691,
      "maximum_height_above_native_ground_m": 14.253998931884766,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 80,
        "noded_unique_edges": 40,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 40,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1745,
      "removed_points": 48,
      "removed_fraction": 0.026770775237032907,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "138a5541a8bd66b53c2e044f4032b2bed7f61c913a1b130bbaa533506ab60456",
      "keep_sha256": "194014ab8d469a56ac729bec1ed7da051a30226e392165fd4716d3254f7eb717",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16376328468322754,
      "incremental_arm_seconds": 0.3226504325866699,
      "model_sha256": "1048e033cb717fd14d5d1b8dc873668c8358bab7b59443d7efdc32def46900af",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 26,
      "maximum_roof_z_m": 69.227,
      "minimum_roof_z_m": 63.703,
      "maximum_height_above_native_ground_m": 18.34699893188477,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 136,
        "noded_unique_edges": 68,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 68,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1767,
      "removed_points": 26,
      "removed_fraction": 0.014500836586726157,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "df3a8a2e8fff9fd929b49492ecca7629ea9ecc8718198d6580322079ebba8b04",
      "keep_sha256": "d4ac693eef808336f4d01a6a7600ab3f2ddb07bfccf90b3dbcf9d8152273bd30",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14667248725891113,
      "incremental_arm_seconds": 0.33945274353027344,
      "model_sha256": "f94b4c91a365bfcbd3c10f4beaf0b53f18416ef2652f5d4bf0e0d00b4705dee8",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 23,
      "maximum_roof_z_m": 73.353,
      "minimum_roof_z_m": 63.694,
      "maximum_height_above_native_ground_m": 22.47299893188476,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 118,
        "noded_unique_edges": 59,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 59,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1773,
      "removed_points": 20,
      "removed_fraction": 0.011154489682097044,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "0b920084917f7505f9d2924e96b988cf485db0c881793a98026381ba951c4e92",
      "keep_sha256": "d80cbf4eb4a1ef6dd091dfbb0a0642edb2f8cd1e344cb2a531eeed879870dbb7",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17264628410339355,
      "incremental_arm_seconds": 0.3432917594909668,
      "model_sha256": "3f409cdc39987aa41657d96c830c447b953c6732f2b48adad2c2b17002d137fc",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 4,
      "total_surfaces": 26,
      "maximum_roof_z_m": 72.167,
      "minimum_roof_z_m": 63.693,
      "maximum_height_above_native_ground_m": 21.286998931884767,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 132,
        "noded_unique_edges": 66,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 66,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1421,
      "removed_points": 372,
      "removed_fraction": 0.20747350808700502,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "75cca2291bd7fb8ef213572b84ad78debc511fad0cd08a5d564fab7f64810b02",
      "keep_sha256": "9d6da8e346fba50388e4df4a880e3309aeb6f2e2b8a48d51212938793079fdf1",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14130115509033203,
      "incremental_arm_seconds": 0.29525303840637207,
      "model_sha256": "bc0e8fa08aa83c5d0a1c41b9e7d445acbf856993fc57aa1c03d235670c8155c2",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 15,
      "maximum_roof_z_m": 65.138,
      "minimum_roof_z_m": 63.697,
      "maximum_height_above_native_ground_m": 14.25799893188477,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 74,
        "noded_unique_edges": 37,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 37,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1629,
      "removed_points": 164,
      "removed_fraction": 0.09146681539319576,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "b691e6d592a7ebf1c1f0066431b2795fca2349b5a14a7383cb4402b48971778f",
      "keep_sha256": "ce141764327b24c7ec61cb0da6749faa1da550a0d8b0b59b74788265d740f5a2",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14736366271972656,
      "incremental_arm_seconds": 0.2792036533355713,
      "model_sha256": "7041b11921c7d77c9ca1393e1725d8e3e4f918f9020006b201cb113933dafacc",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 21,
      "maximum_roof_z_m": 72.755,
      "minimum_roof_z_m": 63.696,
      "maximum_height_above_native_ground_m": 21.87499893188476,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 106,
        "noded_unique_edges": 53,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 53,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84681-osm-67521385",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 1793,
      "kept_points": 1644,
      "removed_points": 149,
      "removed_fraction": 0.08310094813162298,
      "original_XYZ_sha256": "61b3de549cadbc53798b90692b84c901742e183458ce966b523f24f4bd6df6f8",
      "source_indices_sha256": "fdb22206819285f254ed20dbf728986e31876196a0c40b60a1c059a093e7ae99",
      "selected_source_indices_sha256": "9d1c2ab4049a1d690edf696d2b1efcc203e8290469eec6db1d3a53e21bee3c7d",
      "keep_sha256": "57fe563b5e410aa15a416c0be6f0559729200ba68aad105c722daf2c75099778",
      "ground_points": 6875,
      "ground_sha256": "98cdf69a72e13c154a83185e997a81f11f56d777d35c8dc6991f3a8263501ce4",
      "footprint_sha256": "0845e716c51457a0b110ed7cb9e274ae017a1b4aef00791a2e8e790e6aeebf6e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16724920272827148,
      "incremental_arm_seconds": 0.3262052536010742,
      "model_sha256": "8e367cb3efd7d3669171d94c80030fe899a866ded86f2d456cb029bcd558e97f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84681-osm-67521385/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 15,
      "maximum_roof_z_m": 65.138,
      "minimum_roof_z_m": 63.695,
      "maximum_height_above_native_ground_m": 14.25799893188477,
      "native_ground_z_m": 50.880001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 74,
        "noded_unique_edges": 37,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 37,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.2726256847381592,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.012967109680175781,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84655-osm-67521498/decisions.npz",
        "plane_protected_points": 0,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 111,
      "removed_points": 3,
      "removed_fraction": 0.02631578947368421,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "ae2edaa022bc0e8825f1d07a172c407f9bb6d9c04d93fa67a29805b829b820ee",
      "keep_sha256": "15aa0352f428f55035abbada23e79bb44876e11c555437219b78334366fc52c5",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.0912015438079834,
      "incremental_arm_seconds": 0.18296313285827637,
      "model_sha256": "10e3ac5ce62a9383ede3614679899682b5a407b0fce4dd877804317f2e66209a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.02778768539428711,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.031240463256835938,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.011486053466796875,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.015683412551879883,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84655-osm-67521498",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 114,
      "kept_points": 114,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d7a8c5639c6cb771bea05b5132afd9c8c22b2e1899c198888be1b9a05d20d684",
      "source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "selected_source_indices_sha256": "359fd8fbe97217425a694df0475e39a536ff729b130de55948d64ea59dfc0d20",
      "keep_sha256": "8d5d33717af7cc8c137eef33d26b6f867a054bd35c2f2055326b4cb786a264db",
      "ground_points": 3315,
      "ground_sha256": "2100bbe2f0ff37849c605dc84eeaf72bcd1aed1bb4a44bc094902875233fefc0",
      "footprint_sha256": "4ac4b7fbe53ad0ef3f972dbb041acc4df144eb016a44f89a6e0fc298f166e657",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11000776290893555,
      "incremental_arm_seconds": 0.02509021759033203,
      "model_sha256": "bbbf9368d2f06178bf0199eccd169dc994f516572bbbca4d1fda92e7f5d52225",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84655-osm-67521498/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 59.844,
      "minimum_roof_z_m": 58.101,
      "maximum_height_above_native_ground_m": 4.553999084472657,
      "native_ground_z_m": 55.290000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07119369506835938,
      "incremental_arm_seconds": 0.13809418678283691,
      "model_sha256": "0ae10ac4cea7f9fb483f80bcaadf62866690e839775f4e8cd22fdac94db7f1f5",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07119369506835938,
      "incremental_arm_seconds": 0.0052814483642578125,
      "model_sha256": "0ae10ac4cea7f9fb483f80bcaadf62866690e839775f4e8cd22fdac94db7f1f5",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84674-osm-67521381/decisions.npz",
        "plane_protected_points": 322,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 353,
      "removed_points": 9,
      "removed_fraction": 0.024861878453038673,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "7a63f254b0fbecf4832c2b128889fff7c580478c826358a89f60d8ccf2b11061",
      "keep_sha256": "bd338257a15add43da795904d50cb12028eed9da4f73ad632602244e87cd6c44",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08566427230834961,
      "incremental_arm_seconds": 0.15676355361938477,
      "model_sha256": "887f31267aee6853dd66cc409452a9852bd25b398486c3935d31ed59e0c7ce5b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07119369506835938,
      "incremental_arm_seconds": 0.019544363021850586,
      "model_sha256": "0ae10ac4cea7f9fb483f80bcaadf62866690e839775f4e8cd22fdac94db7f1f5",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 361,
      "removed_points": 1,
      "removed_fraction": 0.0027624309392265192,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "b570ea008f9d9a63fd29990a7ceeb24db5356ac5844d0d39bd575743abf16034",
      "keep_sha256": "62108f51b94c157d0c9ebfdf9991dfbcad321f439b38c874d33001467177b938",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07891178131103516,
      "incremental_arm_seconds": 0.21971559524536133,
      "model_sha256": "47c8491310baf4a27ca6a03ba03a45c4b0b6d00bf5a7d629501a9d3984059469",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 354,
      "removed_points": 8,
      "removed_fraction": 0.022099447513812154,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "782405a2c5e02df9351ae3960b5acbafdc3a654f69f7aee4d56deaa0c008c661",
      "keep_sha256": "2ca67d89d33400299c0d88c537e49a0dabfdac3d092a4f8d541b1c70bbf94bb7",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07825016975402832,
      "incremental_arm_seconds": 0.15189123153686523,
      "model_sha256": "7808c779f1c051165d01504142848f5654c7d39c4772b6aa0380b7c488bf9ea7",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 361,
      "removed_points": 1,
      "removed_fraction": 0.0027624309392265192,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "0f537d7f4086ab9a3703b121df425c99431ff21b8b9fb194324da44797547f6c",
      "keep_sha256": "6a41494aedff48ef4610c5224ecdf3424c113878c1911314a20bfc2e0ec33b2c",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.0847175121307373,
      "incremental_arm_seconds": 0.19417500495910645,
      "model_sha256": "364f3abadedd0bb291ace1948e8080c7a97f75e2c53d17a15a5f2d32164be46b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84674-osm-67521381",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 359,
      "removed_points": 3,
      "removed_fraction": 0.008287292817679558,
      "original_XYZ_sha256": "b4bae17557a4845b84c1a70550c3445fb484c852cdb79789efb9d2dee5c6b1ae",
      "source_indices_sha256": "b7eb54cc7b4eda0bab21d46e3c4acb522ca9b35226087db591aabc57ff06b963",
      "selected_source_indices_sha256": "7909439f1c81af9ae93c1a4dbe0f9d5d0ff1f2cd86e3e375b68c021339f367b5",
      "keep_sha256": "237eaccbf80573044c8a3999b930bb5f019dbc522956f597fb3748a8892ed9d3",
      "ground_points": 1578,
      "ground_sha256": "b090724730745d36a2e8c00ace80e340b26b2327393c1a335daa075cde983bfc",
      "footprint_sha256": "462ddd3aa9f77b21cd019bb451b86e4acbe2528e89aa6b31c54b69c58a73390a",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09882545471191406,
      "incremental_arm_seconds": 0.22048163414001465,
      "model_sha256": "af1d58befcc1a06c8659e16e99b1e57d4422686dafe2dbebcd3f479491d74ff0",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84674-osm-67521381/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 66.404,
      "minimum_roof_z_m": 63.204,
      "maximum_height_above_native_ground_m": 15.554001525878903,
      "native_ground_z_m": 50.849998474121094,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 249,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "keep_sha256": "10d1c17186bcbd470db4ebfe3bff81911e6eda33ea56de74e937271331d88911",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1012730598449707,
      "incremental_arm_seconds": 0.2851402759552002,
      "model_sha256": "e86867cd437cb2eba89740058619cbc104987a3863261be81d5802384d04bf43",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 17,
      "maximum_roof_z_m": 78.991,
      "minimum_roof_z_m": 55.955,
      "maximum_height_above_native_ground_m": 25.65099984741211,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 82,
        "noded_unique_edges": 41,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 41,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 233,
      "removed_points": 16,
      "removed_fraction": 0.0642570281124498,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "1d1b2ab152e3c378da060f8c54c05c75cbf1d1ad3a3bde13486a9ccdf81fddc1",
      "keep_sha256": "e9b7aa8dc4621a107634ce0d23775c02a573a17347928e45c6c2fc498398ecf7",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10410189628601074,
      "incremental_arm_seconds": 0.2697269916534424,
      "model_sha256": "de75cbca75d9e6969d4d990f79c39b7a179b1cce6402667d4a52e7f71dff659a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84898-osm-66347628/decisions.npz",
        "plane_protected_points": 114,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.773,
      "minimum_roof_z_m": 55.928000000000004,
      "maximum_height_above_native_ground_m": 4.432999847412113,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 183,
      "removed_points": 66,
      "removed_fraction": 0.26506024096385544,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "73636a68b8250b86ee041caa67f8787eec437c43721080a6b8c6d83d1874ac4e",
      "keep_sha256": "1999f8da92c7f1220fc6cbd58e0949b72370ccfc5140498f5c6dd2617f9f46c5",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12967681884765625,
      "incremental_arm_seconds": 0.2931690216064453,
      "model_sha256": "1c4aa1a9078a341f20d9ffa0a8e8ecbae30f09873a9859904ef14d5535f312f7",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.771,
      "minimum_roof_z_m": 55.922000000000004,
      "maximum_height_above_native_ground_m": 4.43099984741211,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 182,
      "removed_points": 67,
      "removed_fraction": 0.26907630522088355,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "5d1acfc953f66dca68fceb5637e88c38575c2c7448166d0f81df095e3a1631b3",
      "keep_sha256": "8fc44a2682546c456e2ac54379234a5c5cff49ac9624602b693fca1ba312a5a8",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08800816535949707,
      "incremental_arm_seconds": 0.20733165740966797,
      "model_sha256": "654ab0bc6dd4961cde5d2bdf8c4386f5ac978aebf25028a887502447eaea2730",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 16,
      "maximum_roof_z_m": 75.617,
      "minimum_roof_z_m": 55.989000000000004,
      "maximum_height_above_native_ground_m": 22.276999847412114,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 76,
        "noded_unique_edges": 38,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 38,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 230,
      "removed_points": 19,
      "removed_fraction": 0.07630522088353414,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "54dd6d7361a82381bf55254cbab9cea005216d3a5a761d83f7e722018a4a0dd4",
      "keep_sha256": "2b78ac816c4caa91faac56617a3e868eaf43f8cd888fba1faa94f35871e441fd",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11684155464172363,
      "incremental_arm_seconds": 0.1651921272277832,
      "model_sha256": "cbacb696b21ca6b6a71ab72a4b591ee138c8f4d19ac50ed398909c186a75803a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.77,
      "minimum_roof_z_m": 55.943,
      "maximum_height_above_native_ground_m": 4.4299998474121125,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 137,
      "removed_points": 112,
      "removed_fraction": 0.4497991967871486,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "b62d137765fc9372810cfc24cf0af5d3ef8faa681b0e5a5f8990a36a7622e60a",
      "keep_sha256": "0f93267dd0ba115f2ef8597cb05669c27b9449937772df7ff0c917ceecddbdbe",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07007098197937012,
      "incremental_arm_seconds": 0.15768218040466309,
      "model_sha256": "c79cade191b43d93986d9d487f212d57402ee7a7fff2f45d6a90088bcf10ccc1",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.773,
      "minimum_roof_z_m": 55.941,
      "maximum_height_above_native_ground_m": 4.432999847412113,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 148,
      "removed_points": 101,
      "removed_fraction": 0.40562248995983935,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "3f710aa2c961e3579502a1229869e29b3bd07ca93492a4031f09cd78dd14e45f",
      "keep_sha256": "40761a2e9bf20f4212cae6dc510e34568de9f1ad94c8b2e7eda9956abcd3a8fd",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10263276100158691,
      "incremental_arm_seconds": 0.2934882640838623,
      "model_sha256": "0738283e2de09593c230f1461af5226968b340065975165e343088534bf663f7",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.771,
      "minimum_roof_z_m": 55.922000000000004,
      "maximum_height_above_native_ground_m": 4.43099984741211,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84898-osm-66347628",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 140,
      "removed_points": 109,
      "removed_fraction": 0.43775100401606426,
      "original_XYZ_sha256": "ef6d50ef0be24d830fe91e14bbd453fa6a1c2e6c15913eadbc7ef1eac9cf7be8",
      "source_indices_sha256": "ffb3e3893055ed713a3a50da2e3a13529671def6725dc370a4d904df2c1a087e",
      "selected_source_indices_sha256": "98ff11115745c6781a9a542ae4a8176751252b2b186055f21a7947928af7dadb",
      "keep_sha256": "b6cf6c3a06541bd890ad58d71738617563a1d494acf058e2f7752e75e6e087f2",
      "ground_points": 1596,
      "ground_sha256": "722148311ea86c734137650c969d46ebe60684e5b114863cebfe8ea32fee8661",
      "footprint_sha256": "2ae7c836166beb2dbfb1661d6322b7c097187bb88b9da463acb5c181f2049af0",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17773056030273438,
      "incremental_arm_seconds": 0.47443056106567383,
      "model_sha256": "a2ceb81ce9310d6fb1dcdec288df127195337a53aa2b2f06301994d457cb0e1c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84898-osm-66347628/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 57.771,
      "minimum_roof_z_m": 55.922000000000004,
      "maximum_height_above_native_ground_m": 4.43099984741211,
      "native_ground_z_m": 53.34000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 864,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "keep_sha256": "821eb62fd7c75d025e6da260f7e66350edc66d630f627007e751f2e622472baf",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1414487361907959,
      "incremental_arm_seconds": 0.4361281394958496,
      "model_sha256": "35409d47c7c324952d2c9020efca8c4ca5ea690c38f4b27ac170f4df63a972b3",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 56.683,
      "minimum_roof_z_m": 54.36,
      "maximum_height_above_native_ground_m": 6.113000305175781,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 714,
      "removed_points": 150,
      "removed_fraction": 0.1736111111111111,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "fcdb471062207fb02eb4ca9e44599a69657739795dfbafc4e97ed3e81515b776",
      "keep_sha256": "f125de2a3497cdf85bbe9fb71c7576755f8bd54baad083b87f6aa2ff6da09aef",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17883896827697754,
      "incremental_arm_seconds": 0.36634087562561035,
      "model_sha256": "6c3c2deac5ff16435875bcfc7216ffa461149266f9cb6a1970afae48c8af026f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "exact_frozen_eight_case_guarded_keep",
        "path": "/lustre/isaac24/scratch/yfeng21/lod2_canopy_20261022/runs/probe8_v1/buildings/usbf-v1-dc-row84764-osm-67528254/decisions.npz",
        "plane_protected_points": 466,
        "rule_extension": false
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 15,
      "maximum_roof_z_m": 59.045,
      "minimum_roof_z_m": 54.354,
      "maximum_height_above_native_ground_m": 8.475000305175783,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 70,
        "noded_unique_edges": 35,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 35,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 610,
      "removed_points": 254,
      "removed_fraction": 0.29398148148148145,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "7b322c25ab69522634adc1201fa8c6b0f31d0d6abe9248b107f7039542583108",
      "keep_sha256": "37e105635be58d71df5d361599f64876e8f052e537666098932979641f322917",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.19682908058166504,
      "incremental_arm_seconds": 0.34838438034057617,
      "model_sha256": "f00fc7346f1192c4cf23703779d15c26d2d13403a1449566ed310a2c8b2acf4e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 56.676,
      "minimum_roof_z_m": 54.323,
      "maximum_height_above_native_ground_m": 6.106000305175783,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 608,
      "removed_points": 256,
      "removed_fraction": 0.2962962962962963,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "c043ae38273e195a71585077cb1629b6388774aea5626faad5e12dbc3b4fce10",
      "keep_sha256": "631cb4422e8283b9dd583bfcb9c931c4fc568c2898a210cd773438f27fed18e6",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12221312522888184,
      "incremental_arm_seconds": 0.37638020515441895,
      "model_sha256": "de864b0df43e690d59c64a1b60fc95c29cb1b91a72993cf38c0e01b6d0c3ef7d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 56.682,
      "minimum_roof_z_m": 54.36,
      "maximum_height_above_native_ground_m": 6.112000305175783,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 846,
      "removed_points": 18,
      "removed_fraction": 0.020833333333333332,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "5e21b15eac1b98fa4484c3180dd21974a588eef16119f7aad29b4f1227488199",
      "keep_sha256": "faf6d03c6038a9acca9479d5da4642f0fd30bef272090a3ed64cb5bfe41c72e1",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17625713348388672,
      "incremental_arm_seconds": 0.3749537467956543,
      "model_sha256": "3c17f329ca7d2962e21ca9de5a6ff9923b323a87d34bc6c32333ebd1e15e2f47",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": false,
      "closed_solid_certified": false,
      "roof_surfaces": 5,
      "total_surfaces": 24,
      "maximum_roof_z_m": 68.81700000000001,
      "minimum_roof_z_m": 54.352000000000004,
      "maximum_height_above_native_ground_m": 18.24700030517579,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 1,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 116,
        "noded_unique_edges": 57,
        "boundary_edges": 0,
        "nonmanifold_edges": 1,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 56,
        "all_edges_have_two_incidences": false,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 433,
      "removed_points": 431,
      "removed_fraction": 0.4988425925925926,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "23dbcef06bbe813a39061e5a1e3e0bfa988f06211cfef1ebf3d3129f8fcefd4f",
      "keep_sha256": "bade4998ae28618e451a91130e4685ceaf6b2c30fc7a3c13b2e7cc43c0c46a6b",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.15320444107055664,
      "incremental_arm_seconds": 0.3504815101623535,
      "model_sha256": "0942b656bf9b5d73531ef8d0bdf0049710eef24d6c23df43d41f6242c1d762d8",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 56.684000000000005,
      "minimum_roof_z_m": 54.332,
      "maximum_height_above_native_ground_m": 6.114000305175786,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 702,
      "removed_points": 162,
      "removed_fraction": 0.1875,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "7ef332daaf3341dac00c9f9b7298ed47dcf1d86adb5aff9fdd131b03d8322648",
      "keep_sha256": "b61c5fb69eafe7ac625defb0cf91a559ce2ea2cdc4db8a7e3e6ef18400b0be19",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.17612099647521973,
      "incremental_arm_seconds": 0.41219401359558105,
      "model_sha256": "2522ce4a55ccbdcf7ab2184e7f01c8bbe98541c64861cfaf97112e5fa8c7e36d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 56.682,
      "minimum_roof_z_m": 54.351,
      "maximum_height_above_native_ground_m": 6.112000305175783,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84764-osm-67528254",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 864,
      "kept_points": 759,
      "removed_points": 105,
      "removed_fraction": 0.12152777777777778,
      "original_XYZ_sha256": "1816daff578ca456112055946b02ec9e383dbee1eb6c124963faeadccb7b74c3",
      "source_indices_sha256": "5d181fa2a3fe8a44460b4137177c020fc849468a2b89a478ed1a112a7a9ba210",
      "selected_source_indices_sha256": "494508848b506fef6aca53fea686614c47997b4ebd6b494f88f6c1c063f26f93",
      "keep_sha256": "4638c8f92ef5fa13d6a279f9986333677742606c8d4a82224b14760dc56de560",
      "ground_points": 3876,
      "ground_sha256": "5c6c24b86b25bef3c511c6ac1a3096e62013ec5b1f424c5c60181a69ad97579d",
      "footprint_sha256": "4c252016c7aeeea4069246fac891c83ba2bf48846c4215ad106556e56bfd35d9",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16643548011779785,
      "incremental_arm_seconds": 0.41511058807373047,
      "model_sha256": "9f4778cfd9c9914da33903814dcc7da18be1119754150b41b25d3f4d946a9f40",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84764-osm-67528254/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 17,
      "maximum_roof_z_m": 59.054,
      "minimum_roof_z_m": 54.354,
      "maximum_height_above_native_ground_m": 8.484000305175783,
      "native_ground_z_m": 50.56999969482422,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 82,
        "noded_unique_edges": 41,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 41,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3904,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "keep_sha256": "3245360c0336968d992bd780e053137fadcdbf0bbcdb877f948ac4c2f83175af",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.24468207359313965,
      "incremental_arm_seconds": 0.34416913986206055,
      "model_sha256": "0d3a095efe3056dec9db5c340d53e28b61d3a2453a781c961d8cec09eab353c6",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 61,
      "maximum_roof_z_m": 64.818,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.597998779296873,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 310,
        "noded_unique_edges": 155,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 155,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3880,
      "removed_points": 24,
      "removed_fraction": 0.006147540983606557,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "fe16308e02c7e667b34eb56403bee1f55c20b93f99ad34117c88be3f1236f0a2",
      "keep_sha256": "afa6f77590e1efb9c9cf733fb8a7e2ffc0b9ca93c8194e5d108af4ab463eab66",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.22778034210205078,
      "incremental_arm_seconds": 0.2996795177459717,
      "model_sha256": "b1087783e3548a3de8fda5e08518f5d007500f0faac6fdd53f6ea1e94cbf48b2",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 5,
        "uncertain_retained_by_base": 921,
        "strong_point_override_proposed": 20,
        "strong_point_override_protected": 1,
        "strong_point_override_accepted": 19,
        "plane_protected_points": 3611,
        "observed_planes": [
          {
            "normal": [
              0.01137805607933298,
              -0.001958486480195493,
              -0.9999333498641609
            ],
            "center_xyz": [
              393842.43448358035,
              138100.84530059327,
              61.12815742397137
            ],
            "seed_points": 1118,
            "observed_seed_hull_xy": [
              [
                393835.20644937275,
                138079.76447671966
              ],
              [
                393834.4517141809,
                138081.06090399504
              ],
              [
                393834.2511860062,
                138083.68377675384
              ],
              [
                393833.988987273,
                138087.15248352863
              ],
              [
                393832.21153170726,
                138115.78641563118
              ],
              [
                393832.1274430882,
                138117.85826311985
              ],
              [
                393832.0587010437,
                138119.62747839067
              ],
              [
                393832.0054627214,
                138121.29580796542
              ],
              [
                393843.9030483375,
                138121.9538634378
              ],
              [
                393850.2451541633,
                138122.10412435912
              ],
              [
                393860.4252935195,
                138118.38719238367
              ],
              [
                393860.6108248064,
                138116.50925376688
              ],
              [
                393862.25571646966,
                138087.59609114975
              ],
              [
                393862.1774197836,
                138087.09954309932
              ],
              [
                393857.9346405789,
                138081.45390662953
              ],
              [
                393855.72163933027,
                138081.05988828416
              ],
              [
                393837.83990385,
                138079.80898379983
              ],
              [
                393835.20644937275,
                138079.76447671966
              ]
            ],
            "seed_hull_area_m2": 1137.7244731043475,
            "protected_points": 1187
          },
          {
            "normal": [
              -0.5255761130465115,
              -0.03459143697318951,
              -0.8500430470764704
            ],
            "center_xyz": [
              393853.33256519923,
              138101.03306909566,
              62.85397408207343
            ],
            "seed_points": 464,
            "observed_seed_hull_xy": [
              [
                393856.361069774,
                138081.77326769682
              ],
              [
                393852.8027373184,
                138084.65480993013
              ],
              [
                393852.4057851164,
                138085.16724606193
              ],
              [
                393852.07447019196,
                138089.93960289683
              ],
              [
                393850.396721933,
                138116.62581333655
              ],
              [
                393850.4132383771,
                138117.8285203234
              ],
              [
                393851.6842668792,
                138119.20872089604
              ],
              [
                393851.8479591385,
                138119.30946703392
              ],
              [
                393854.5704974145,
                138113.68948741967
              ],
              [
                393855.3736584966,
                138104.51714622375
              ],
              [
                393855.64277198305,
                138099.90779600735
              ],
              [
                393855.8884701439,
                138095.24414478152
              ],
              [
                393856.4234353092,
                138081.81977640695
              ],
              [
                393856.361069774,
                138081.77326769682
              ]
            ],
            "seed_hull_area_m2": 138.54258262915457,
            "protected_points": 504
          },
          {
            "normal": [
              0.5407164891424282,
              0.03267775541779182,
              -0.8405699510869643
            ],
            "center_xyz": [
              393849.33221903164,
              138101.13944452116,
              62.699999999999996
            ],
            "seed_points": 442,
            "observed_seed_hull_xy": [
              [
                393848.6863029994,
                138081.18950335297
              ],
              [
                393847.7199849632,
                138090.94396195357
              ],
              [
                393846.3348954651,
                138113.23031484868
              ],
              [
                393846.5671044911,
                138121.2922368372
              ],
              [
                393850.06286607636,
                138118.12365277996
              ],
              [
                393850.49602397246,
                138114.07286581057
              ],
              [
                393851.18166820175,
                138104.07034992756
              ],
              [
                393852.3043853934,
                138085.0198940308
              ],
              [
                393849.55949948786,
                138081.94149817512
              ],
              [
                393848.99025534623,
                138081.31341949306
              ],
              [
                393848.6863029994,
                138081.18950335297
              ]
            ],
            "seed_hull_area_m2": 152.04502103979434,
            "protected_points": 525
          },
          {
            "normal": [
              0.03589347331597999,
              -0.5495787172968626,
              -0.8346705290518229
            ],
            "center_xyz": [
              393844.1106972416,
              138119.3210425533,
              62.809044368600674
            ],
            "seed_points": 328,
            "observed_seed_hull_xy": [
              [
                393838.6946863678,
                138116.96856884184
              ],
              [
                393835.9914501941,
                138117.34312810088
              ],
              [
                393835.4853039202,
                138117.7004583557
              ],
              [
                393834.2551617185,
                138118.80326263394
              ],
              [
                393833.29785476247,
                138120.09208196079
              ],
              [
                393833.13472435565,
                138120.71296738653
              ],
              [
                393833.2595759596,
                138120.96117347796
              ],
              [
                393833.85958420794,
                138121.07709835528
              ],
              [
                393844.3861953375,
                138122.077639439
              ],
              [
                393846.8639154704,
                138122.25418146636
              ],
              [
                393849.52074723877,
                138122.32195243775
              ],
              [
                393857.52893979417,
                138120.9035104893
              ],
              [
                393857.94960103935,
                138120.8255893584
              ],
              [
                393857.98829187476,
                138120.4841422522
              ],
              [
                393856.5059405688,
                138117.86258782877
              ],
              [
                393838.6946863678,
                138116.96856884184
              ]
            ],
            "seed_hull_area_m2": 100.88340786503488,
            "protected_points": 387
          },
          {
            "normal": [
              0.03645587789063069,
              -0.5330230522367791,
              0.845314967779118
            ],
            "center_xyz": [
              393848.2015733904,
              138082.84249480692,
              62.7293009118541
            ],
            "seed_points": 330,
            "observed_seed_hull_xy": [
              [
                393835.90780039935,
                138079.95015911688
              ],
              [
                393835.23017332825,
                138080.21451034266
              ],
              [
                393839.0429575007,
                138083.936110633
              ],
              [
                393840.1029073261,
                138084.38533777482
              ],
              [
                393840.609418124,
                138084.49357692557
              ],
              [
                393856.76932359755,
                138085.7846202646
              ],
              [
                393857.9376503153,
                138085.33366206658
              ],
              [
                393859.144878866,
                138084.81283821375
              ],
              [
                393859.68989391153,
                138084.33908513907
              ],
              [
                393860.35158408724,
                138083.6169371129
              ],
              [
                393860.17150253605,
                138082.47642792572
              ],
              [
                393858.6441492428,
                138082.11291520976
              ],
              [
                393853.6414191777,
                138081.09254095075
              ],
              [
                393849.5272317129,
                138080.52153151107
              ],
              [
                393839.0477055311,
                138080.02531040035
              ],
              [
                393835.90780039935,
                138079.95015911688
              ]
            ],
            "seed_hull_area_m2": 97.09015248331356,
            "protected_points": 380
          },
          {
            "normal": [
              0.03537777688862444,
              -0.5467498921286901,
              0.8365482462833118
            ],
            "center_xyz": [
              393845.02862356463,
              138115.30444655175,
              62.69582142857142
            ],
            "seed_points": 283,
            "observed_seed_hull_xy": [
              [
                393833.1359942612,
                138112.34048383925
              ],
              [
                393833.83801927645,
                138113.39522729337
              ],
              [
                393836.6686573301,
                138116.54337415856
              ],
              [
                393837.86875288724,
                138116.87609782052
              ],
              [
                393839.4816218598,
                138117.00675391254
              ],
              [
                393854.7685703863,
                138117.9337714493
              ],
              [
                393855.3996588029,
                138117.9410411311
              ],
              [
                393857.4947291727,
                138116.97723965187
              ],
              [
                393858.14882391214,
                138116.51116323276
              ],
              [
                393860.5312226291,
                138114.3289003747
              ],
              [
                393858.1934760766,
                138113.8108279342
              ],
              [
                393843.46745231317,
                138112.8445696739
              ],
              [
                393833.72033626743,
                138112.3477882102
              ],
              [
                393833.1359942612,
                138112.34048383925
              ]
            ],
            "seed_hull_area_m2": 102.2925894738877,
            "protected_points": 353
          },
          {
            "normal": [
              0.03223353712484467,
              -0.5405523105026973,
              -0.8406926898068146
            ],
            "center_xyz": [
              393847.48131860397,
              138087.1052166563,
              62.64567857142857
            ],
            "seed_points": 276,
            "observed_seed_hull_xy": [
              [
                393841.1392360351,
                138084.51644332046
              ],
              [
                393839.62780270295,
                138084.58745480096
              ],
              [
                393838.91893271636,
                138084.75095618257
              ],
              [
                393837.0419726599,
                138085.6680396002
              ],
              [
                393836.14654358843,
                138086.3826118461
              ],
              [
                393835.52373316523,
                138087.003857721
              ],
              [
                393835.3291532613,
                138087.2600731166
              ],
              [
                393836.0386512075,
                138087.90356017993
              ],
              [
                393836.56877696386,
                138088.32216107764
              ],
              [
                393837.2078824011,
                138088.61652499242
              ],
              [
                393857.5206773728,
                138090.1681610886
              ],
              [
                393859.3984030225,
                138090.23654013858
              ],
              [
                393861.7044864588,
                138090.10284029157
              ],
              [
                393861.50904550066,
                138089.24944577928
              ],
              [
                393858.70172692963,
                138086.0314255635
              ],
              [
                393857.6730995861,
                138085.78391907594
              ],
              [
                393841.1392360351,
                138084.51644332046
              ]
            ],
            "seed_hull_area_m2": 102.99814090378297,
            "protected_points": 371
          },
          {
            "normal": [
              0.544011774373833,
              0.03387606942684322,
              -0.838393464468099
            ],
            "center_xyz": [
              393834.9078431548,
              138100.3641536186,
              62.28508196721311
            ],
            "seed_points": 123,
            "observed_seed_hull_xy": [
              [
                393834.95763315377,
                138080.40871051623
              ],
              [
                393834.43877844175,
                138084.45958216066
              ],
              [
                393832.2757830387,
                138118.2538811391
              ],
              [
                393832.30838016706,
                138120.09285269488
              ],
              [
                393832.6357470047,
                138120.2710657189
              ],
              [
                393834.4497831091,
                138118.60136456133
              ],
              [
                393836.23255876196,
                138116.8075360796
              ],
              [
                393838.4511422733,
                138084.3400659427
              ],
              [
                393837.73368997,
                138083.48707764933
              ],
              [
                393834.95763315377,
                138080.40871051623
              ]
            ],
            "seed_hull_area_m2": 143.16042357026262,
            "protected_points": 159
          },
          {
            "normal": [
              -0.5402536077871323,
              -0.03363247301650943,
              -0.8408298853108046
            ],
            "center_xyz": [
              393859.7294878804,
              138101.96963525482,
              62.417524752475245
            ],
            "seed_points": 99,
            "observed_seed_hull_xy": [
              [
                393860.7100262463,
                138083.67873529045
              ],
              [
                393858.4209016535,
                138085.58935114404
              ],
              [
                393856.7318716081,
                138117.84689356002
              ],
              [
                393856.7865059229,
                138117.97100287967
              ],
              [
                393857.8003655,
                138119.27380914515
              ],
              [
                393859.1103903008,
                138120.7082967646
              ],
              [
                393860.0044275296,
                138118.2012911915
              ],
              [
                393862.41218950856,
                138088.43399704705
              ],
              [
                393861.78648965375,
                138085.33067724804
              ],
              [
                393861.35724720213,
                138084.39210883144
              ],
              [
                393860.7100262463,
                138083.67873529045
              ]
            ],
            "seed_hull_area_m2": 128.74022161914064,
            "protected_points": 127
          },
          {
            "normal": [
              0.019617142778858693,
              -0.0038083393847772665,
              0.9998003121925519
            ],
            "center_xyz": [
              393848.462292929,
              138102.35502326765,
              61.16607843137254
            ],
            "seed_points": 51,
            "observed_seed_hull_xy": [
              [
                393849.50384009647,
                138080.4982711264
              ],
              [
                393846.55105015927,
                138080.5859201633
              ],
              [
                393841.4087652978,
                138090.4677790473
              ],
              [
                393840.71459859336,
                138099.5159010354
              ],
              [
                393840.0464752898,
                138111.99368690094
              ],
              [
                393840.3348563727,
                138112.13313332014
              ],
              [
                393841.15322853817,
                138112.52047105646
              ],
              [
                393860.68961467687,
                138117.64207716094
              ],
              [
                393860.6813722766,
                138117.06012236225
              ],
              [
                393860.10732107813,
                138090.1351167393
              ],
              [
                393857.24091281666,
                138081.05094990422
              ],
              [
                393849.50384009647,
                138080.4982711264
              ]
            ],
            "seed_hull_area_m2": 627.548370112932,
            "protected_points": 604
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 59,
      "maximum_roof_z_m": 64.313,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.092998779296877,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 298,
        "noded_unique_edges": 149,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 149,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3806,
      "removed_points": 98,
      "removed_fraction": 0.025102459016393443,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "3d61111cd5ebddb03a93593282a6cfbb3e032e7ab5333c95972ebff4fb89a9b5",
      "keep_sha256": "9a8bbf4661b5512dd47212339dc8e1933fa506dbbed244f4beeadec2b0922444",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.26639628410339355,
      "incremental_arm_seconds": 0.3282499313354492,
      "model_sha256": "17664d5d99619f5f3a9e92ae16f25e5950c4ee556e50f3ceba068643853043ba",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 59,
      "maximum_roof_z_m": 64.311,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.090998779296882,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 298,
        "noded_unique_edges": 149,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 149,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3842,
      "removed_points": 62,
      "removed_fraction": 0.015881147540983607,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "0ebf65ff51fd4b44cb400d99d02b8bd0db1b90d3cf39ac5a981cb587e313bb5a",
      "keep_sha256": "6b0e028c6a33219df803a4d8972249b60f304f6392eb4a345a6f19702f767b53",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.24439787864685059,
      "incremental_arm_seconds": 0.3568129539489746,
      "model_sha256": "7fc2b6f7f7bfde66b05a61dce33279839a4a84900d5d3fc1921476c9a0b7d46d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 59,
      "maximum_roof_z_m": 64.31700000000001,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.096998779296882,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 298,
        "noded_unique_edges": 149,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 149,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3893,
      "removed_points": 11,
      "removed_fraction": 0.0028176229508196722,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "596300135ee0df57b01fc6a51fca7be9cf2f728143cec9a3276d2f63b319ab4c",
      "keep_sha256": "4f1942e64d319a5a60069acf6750b033d29651bac9b1a8c781b935100a9f822c",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.25812697410583496,
      "incremental_arm_seconds": 0.38997411727905273,
      "model_sha256": "2f5882dd8f87d825aae089789b4d6c919d6e41c465fc9a422de10d7432f23fde",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 61,
      "maximum_roof_z_m": 64.818,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.597998779296873,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 310,
        "noded_unique_edges": 155,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 155,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3795,
      "removed_points": 109,
      "removed_fraction": 0.027920081967213115,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "bba494c82c333c2eda48665b22bb02fa8043680cb83a4d90ee51b3a17abc765f",
      "keep_sha256": "471629029bb6728c632c407a92be5fabf72559ba0eb3b1cd71095241520c0603",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.2287893295288086,
      "incremental_arm_seconds": 0.29799985885620117,
      "model_sha256": "cb256e2c5e4685ce764c7a346547b74ddf293e21a3361ccf4aeec1565a879dfb",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 61,
      "maximum_roof_z_m": 64.808,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.587998779296882,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 308,
        "noded_unique_edges": 154,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 154,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3866,
      "removed_points": 38,
      "removed_fraction": 0.00973360655737705,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "5fb04425e5c48d786475fb6430adf34097a3b3249cc1a4187ddb843275795f40",
      "keep_sha256": "935174465a198cd1638049711fb5ec9044470620ee53c9fa4d7e395c9194fb3d",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.2676253318786621,
      "incremental_arm_seconds": 0.3774130344390869,
      "model_sha256": "bc770787cf8633db5df56200ae7d0b698022e2d3320347d3a4cc7bf05a2a0ce4",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 61,
      "maximum_roof_z_m": 64.818,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.597998779296873,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 308,
        "noded_unique_edges": 154,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 154,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84594-osm-67521493",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 3904,
      "kept_points": 3872,
      "removed_points": 32,
      "removed_fraction": 0.00819672131147541,
      "original_XYZ_sha256": "d929b01c98f94790888dcba8ed1d80b667de6bf5cf9eb9db33df39be21b8a618",
      "source_indices_sha256": "851fa4d9510eb3dff0e48a2ac4fc457b61eb75da3bbcfe4578ff203dc2decb3e",
      "selected_source_indices_sha256": "dc57ef7ee75f64da2c4983315c2b7d52244ab76992f0507db368ba69de65fe26",
      "keep_sha256": "1bd00eb983b29ecc4af71f418107f404ddb07ebd89be25197ebf473493c09968",
      "ground_points": 7056,
      "ground_sha256": "2728fc0a31ed82bc3777343b01c54360e4cdc2dae391fe00228d60fb5e4b1b81",
      "footprint_sha256": "721d51dc654da0b54ea6339b475fd2b1ea5d2ae3246c43618026ed8648338650",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.22933721542358398,
      "incremental_arm_seconds": 0.3688194751739502,
      "model_sha256": "ccc5b6bce71c44ee7285cf8cb49dc9bdda78b6dcf42903aacb7581a585464768",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84594-osm-67521493/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 13,
      "total_surfaces": 61,
      "maximum_roof_z_m": 64.818,
      "minimum_roof_z_m": 60.947,
      "maximum_height_above_native_ground_m": 12.597998779296873,
      "native_ground_z_m": 52.220001220703125,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 308,
        "noded_unique_edges": 154,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 154,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 337,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "keep_sha256": "6f4cfe15448d387c13f5467f9329bc7bb0c86b59519be42c03b94892116eb4bb",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1573019027709961,
      "incremental_arm_seconds": 0.3155982494354248,
      "model_sha256": "21c8747f0c408e7d4b553e68922b0cc434da9a10f0544338a93b4f1fc253adc9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 337,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "keep_sha256": "6f4cfe15448d387c13f5467f9329bc7bb0c86b59519be42c03b94892116eb4bb",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1573019027709961,
      "incremental_arm_seconds": 0.0142669677734375,
      "model_sha256": "21c8747f0c408e7d4b553e68922b0cc434da9a10f0544338a93b4f1fc253adc9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 36,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 292,
        "observed_planes": [
          {
            "normal": [
              0.021389018074830648,
              -0.4427527126557396,
              -0.8963886129027846
            ],
            "center_xyz": [
              393862.21145689714,
              138208.03584897332,
              63.67443037974683
            ],
            "seed_points": 157,
            "observed_seed_hull_xy": [
              [
                393860.52357738325,
                138204.94366328916
              ],
              [
                393860.1418939105,
                138205.04483143552
              ],
              [
                393859.1059845193,
                138205.43360469321
              ],
              [
                393859.01327425806,
                138206.44239813607
              ],
              [
                393858.7822570602,
                138209.9420641236
              ],
              [
                393859.4376440795,
                138211.15202093526
              ],
              [
                393863.02170702635,
                138211.38202376614
              ],
              [
                393864.3538560935,
                138211.22580347548
              ],
              [
                393864.6264225461,
                138211.07040442314
              ],
              [
                393865.1087400782,
                138210.1311442641
              ],
              [
                393865.3031976774,
                138209.71974578573
              ],
              [
                393865.5958307721,
                138205.2966639604
              ],
              [
                393864.90230664983,
                138205.14201339317
              ],
              [
                393864.1932304582,
                138205.02617191774
              ],
              [
                393860.52357738325,
                138204.94366328916
              ]
            ],
            "seed_hull_area_m2": 39.33707462486891,
            "protected_points": 157
          },
          {
            "normal": [
              -0.008327551142144759,
              0.4459182124621628,
              -0.8950349712086808
            ],
            "center_xyz": [
              393862.469591564,
              138201.70280968153,
              63.552330827067664
            ],
            "seed_points": 132,
            "observed_seed_hull_xy": [
              [
                393860.03576617816,
                138198.79859647562
              ],
              [
                393859.5527805695,
                138198.87656507856
              ],
              [
                393859.1343743015,
                138201.8564998963
              ],
              [
                393859.44800858095,
                138204.42461775642
              ],
              [
                393859.57283998805,
                138204.6495434788
              ],
              [
                393861.06885497336,
                138204.8190901171
              ],
              [
                393864.97980834317,
                138204.6143143086
              ],
              [
                393865.3144870387,
                138204.17952869995
              ],
              [
                393865.71654387604,
                138200.20640435684
              ],
              [
                393865.6691843042,
                138199.41498200607
              ],
              [
                393865.3961484821,
                138198.96514818352
              ],
              [
                393864.54685669765,
                138198.88045284487
              ],
              [
                393860.03576617816,
                138198.79859647562
              ]
            ],
            "seed_hull_area_m2": 36.2220664662234,
            "protected_points": 138
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 329,
      "removed_points": 8,
      "removed_fraction": 0.02373887240356083,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "d0bf9038dc862498362d6d2ea732be48c59de871f5035f39dcea20b6d15465c4",
      "keep_sha256": "9c4bb84660d599ddbb67ba9b70dbb9bfb7c77eeb091ecfbb8719d255c907361f",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11590838432312012,
      "incremental_arm_seconds": 0.28153133392333984,
      "model_sha256": "a8cb53f16b2746154e1aa4a5a245ed2a259dd81320fbe4c23bedd280cbc9a230",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 336,
      "removed_points": 1,
      "removed_fraction": 0.002967359050445104,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "2eb16600985a88b15ad5e344dc680936aed76bb7c7fa70aba56252e28c2456c9",
      "keep_sha256": "1192417f0c5f1d033366331d2393748a3abe87cba8cd137f21b62276753d2b3d",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08785772323608398,
      "incremental_arm_seconds": 0.24145269393920898,
      "model_sha256": "7c6d21c54c541b907fe299f6e4238f40d631c0b27ae29e630261eab44baa2f29",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 337,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "keep_sha256": "6f4cfe15448d387c13f5467f9329bc7bb0c86b59519be42c03b94892116eb4bb",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1573019027709961,
      "incremental_arm_seconds": 0.02735590934753418,
      "model_sha256": "21c8747f0c408e7d4b553e68922b0cc434da9a10f0544338a93b4f1fc253adc9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 332,
      "removed_points": 5,
      "removed_fraction": 0.01483679525222552,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "85d53ca752bfc16c1a268fa6fdd201026f3cf06cd7792360bfc538aa7c999a60",
      "keep_sha256": "d3affc6f8aad02bee27069c71069c17aac0353b509402e19da394a54b46303d5",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08161306381225586,
      "incremental_arm_seconds": 0.2522590160369873,
      "model_sha256": "53b9b8cf083ddb88b276a18fdcf4131ed3d0bee34f4d2005227783b1ee862b35",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 337,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "keep_sha256": "6f4cfe15448d387c13f5467f9329bc7bb0c86b59519be42c03b94892116eb4bb",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1573019027709961,
      "incremental_arm_seconds": 0.015238285064697266,
      "model_sha256": "21c8747f0c408e7d4b553e68922b0cc434da9a10f0544338a93b4f1fc253adc9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84602-osm-67521395",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 337,
      "kept_points": 337,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b3655f4cb019e2aefe1bf70cc1969ff60b7c4e20a6bf97bdd72b504baef66353",
      "source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "selected_source_indices_sha256": "bcea03a6c7cee1c82632931d277f8333c5cec9d503118083a49f1b541142e85c",
      "keep_sha256": "6f4cfe15448d387c13f5467f9329bc7bb0c86b59519be42c03b94892116eb4bb",
      "ground_points": 1750,
      "ground_sha256": "7be6de4cd92995710c7811f62d2c782612234141e9e60180e577092f0463752e",
      "footprint_sha256": "6d45d0beb226e2b31b501055927697a523dcc3263e7e8cb61dd43badaf3930f2",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1573019027709961,
      "incremental_arm_seconds": 0.023314952850341797,
      "model_sha256": "21c8747f0c408e7d4b553e68922b0cc434da9a10f0544338a93b4f1fc253adc9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84602-osm-67521395/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 65.194,
      "minimum_roof_z_m": 61.993,
      "maximum_height_above_native_ground_m": 12.603999847412112,
      "native_ground_z_m": 52.59000015258789,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 329,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "keep_sha256": "5ea8a7a56513fb1f9d4b064e8ce1e98c5ef48ad0be9d4ba1795d17046f3ca34f",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11815834045410156,
      "incremental_arm_seconds": 0.40018749237060547,
      "model_sha256": "20f33f5656329230760fb2fd983b3586ed5cb618347341d4112ba8cca6c93f6d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 329,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "keep_sha256": "5ea8a7a56513fb1f9d4b064e8ce1e98c5ef48ad0be9d4ba1795d17046f3ca34f",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11815834045410156,
      "incremental_arm_seconds": 0.023415803909301758,
      "model_sha256": "20f33f5656329230760fb2fd983b3586ed5cb618347341d4112ba8cca6c93f6d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 55,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 281,
        "observed_planes": [
          {
            "normal": [
              -0.011814784232090658,
              0.4440769964188573,
              0.8959107277654148
            ],
            "center_xyz": [
              393903.7554266197,
              138209.4139876661,
              64.01959731543624
            ],
            "seed_points": 149,
            "observed_seed_hull_xy": [
              [
                393900.94458719913,
                138206.23151987497
              ],
              [
                393900.35292143293,
                138206.82168975758
              ],
              [
                393900.4099575459,
                138210.06507247666
              ],
              [
                393900.5285986829,
                138212.36952027128
              ],
              [
                393901.3545393966,
                138212.48527487088
              ],
              [
                393903.00636697584,
                138212.64694985564
              ],
              [
                393906.11500685994,
                138212.66007536332
              ],
              [
                393906.66025477584,
                138212.4967085279
              ],
              [
                393906.7829827107,
                138209.99033071898
              ],
              [
                393906.78088070656,
                138207.25902574032
              ],
              [
                393906.05571556755,
                138206.4836443148
              ],
              [
                393900.94458719913,
                138206.23151987497
              ]
            ],
            "seed_hull_area_m2": 39.05023636038585,
            "protected_points": 152
          },
          {
            "normal": [
              0.01417341622094823,
              -0.4430517901153537,
              0.8963839721616002
            ],
            "center_xyz": [
              393903.9087125524,
              138203.53172429698,
              64.01793388429752
            ],
            "seed_points": 121,
            "observed_seed_hull_xy": [
              [
                393906.19137984206,
                138200.5398404835
              ],
              [
                393902.4598627809,
                138201.06259329242
              ],
              [
                393901.3150074671,
                138201.6221519373
              ],
              [
                393900.92612401355,
                138202.4915043143
              ],
              [
                393900.9586211839,
                138204.2218252292
              ],
              [
                393901.2482171476,
                138205.94418832276
              ],
              [
                393903.08707918733,
                138206.16779456122
              ],
              [
                393904.8868006789,
                138206.150890075
              ],
              [
                393905.4242938009,
                138206.03408536708
              ],
              [
                393906.49124419235,
                138205.48234698217
              ],
              [
                393906.68562045164,
                138204.9623177836
              ],
              [
                393906.87920252606,
                138203.41028919458
              ],
              [
                393906.8851722745,
                138201.0436676096
              ],
              [
                393906.19137984206,
                138200.5398404835
              ]
            ],
            "seed_hull_area_m2": 29.18376406826237,
            "protected_points": 130
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 313,
      "removed_points": 16,
      "removed_fraction": 0.0486322188449848,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "4b2186e88e949462676212bd1a4ffb37a1625f09b33c8dfc977c9124ae2abf82",
      "keep_sha256": "b025db40964abd6f0211ea866e20dfa91e31347a59d5f0af7aa0554fb02976a4",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1344459056854248,
      "incremental_arm_seconds": 0.29113101959228516,
      "model_sha256": "4d96acb8643392958d4420b8dd2d19eb53d3b8c69310dd69ff1db9da928ed2b2",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.47,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.690001220703124,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 324,
      "removed_points": 5,
      "removed_fraction": 0.015197568389057751,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "723bf4fa12364730447183586bce7c44c8e44f9089a6848ba6725c0994075157",
      "keep_sha256": "e3fc74c76efcffbeffe714e8d12eae246a677917b0f2ff6b7863753fdea6b389",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1559147834777832,
      "incremental_arm_seconds": 0.34070420265197754,
      "model_sha256": "ecdf3007b30f58a13a5fbefb7f906413789fbdc92f619c7a2cc171702fb437b7",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.467,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.687001220703124,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 329,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "keep_sha256": "5ea8a7a56513fb1f9d4b064e8ce1e98c5ef48ad0be9d4ba1795d17046f3ca34f",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11815834045410156,
      "incremental_arm_seconds": 0.016950130462646484,
      "model_sha256": "20f33f5656329230760fb2fd983b3586ed5cb618347341d4112ba8cca6c93f6d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 316,
      "removed_points": 13,
      "removed_fraction": 0.03951367781155015,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "b05d96a38ceaaa47147100208e7504f801759d87233f5cf14bf5bcdf92c0d409",
      "keep_sha256": "b0209123630cc9548ef49e99633c95642b15b308d8b49858578d8161cf5b9b43",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09781241416931152,
      "incremental_arm_seconds": 0.33748388290405273,
      "model_sha256": "32a3a3c3647cc72d46bee7c16be6de405268f000fc2cda073fbb725ebfd7628e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 329,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "keep_sha256": "5ea8a7a56513fb1f9d4b064e8ce1e98c5ef48ad0be9d4ba1795d17046f3ca34f",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11815834045410156,
      "incremental_arm_seconds": 0.0202329158782959,
      "model_sha256": "20f33f5656329230760fb2fd983b3586ed5cb618347341d4112ba8cca6c93f6d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84605-osm-67521427",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 329,
      "kept_points": 329,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "5fcd7298e55d60ca78f02e8c9668d0318cf3df79be8e009d701f9582196edef8",
      "source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "selected_source_indices_sha256": "2ad17a542820f0d5e54d7d7e872df2c366d6186946bc8550899cefce872b4c8b",
      "keep_sha256": "5ea8a7a56513fb1f9d4b064e8ce1e98c5ef48ad0be9d4ba1795d17046f3ca34f",
      "ground_points": 1620,
      "ground_sha256": "f6e8749489ae0a74f5ea164d61e718b69f742d5acaad941606ebe87e0121db36",
      "footprint_sha256": "6e28e953b34c2dfc28f8f494233c351383c7106c38189273f38cab92bbb911f7",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11815834045410156,
      "incremental_arm_seconds": 0.005855083465576172,
      "model_sha256": "20f33f5656329230760fb2fd983b3586ed5cb618347341d4112ba8cca6c93f6d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84605-osm-67521427/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 65.468,
      "minimum_roof_z_m": 62.397,
      "maximum_height_above_native_ground_m": 12.688001220703129,
      "native_ground_z_m": 52.779998779296875,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 360,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "keep_sha256": "76b2875461618e970a037f35eeb94af3911e11353a7e620c81e49b9756cda47b",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.24106097221374512,
      "incremental_arm_seconds": 0.41480374336242676,
      "model_sha256": "8a4599f6288ce628285a49c218e8f3879a7bcd72fe3b213b27150227967c956c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 359,
      "removed_points": 1,
      "removed_fraction": 0.002777777777777778,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "89e3d456916b79f403cc53347c908bea5e2bd377c32eea0c025b2860c60956c1",
      "keep_sha256": "43cc7facd509dc45a2d3170947f4dd45c0b8bda1d32166acf8d7f6e8ccb0cee5",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16239452362060547,
      "incremental_arm_seconds": 0.37204432487487793,
      "model_sha256": "3fdce44e730b3f27a8f4c6a9fc896feb7757334c38564ac1a2b1572939adab75",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 238,
        "strong_point_override_proposed": 1,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 1,
        "plane_protected_points": 263,
        "observed_planes": [
          {
            "normal": [
              -0.00836336854462324,
              -0.004786576285822278,
              0.9999535702991649
            ],
            "center_xyz": [
              393782.65630025865,
              138227.53149351262,
              64.52081730769231
            ],
            "seed_points": 211,
            "observed_seed_hull_xy": [
              [
                393781.3891261287,
                138223.94608941974
              ],
              [
                393778.97419141134,
                138224.3126773707
              ],
              [
                393778.5458673517,
                138224.5457952935
              ],
              [
                393778.4603122938,
                138224.73208760188
              ],
              [
                393778.29948711453,
                138228.27824906484
              ],
              [
                393778.47237757576,
                138230.17140044036
              ],
              [
                393779.0416227179,
                138230.80722170635
              ],
              [
                393785.0174703302,
                138230.9654753562
              ],
              [
                393785.90551370603,
                138230.79407212132
              ],
              [
                393786.50520985335,
                138230.52202342276
              ],
              [
                393786.7850780098,
                138229.74586649044
              ],
              [
                393786.9157840557,
                138227.52658282247
              ],
              [
                393786.9837234861,
                138224.74867257505
              ],
              [
                393785.0823209921,
                138224.2535646686
              ],
              [
                393781.3891261287,
                138223.94608941974
              ]
            ],
            "seed_hull_area_m2": 56.04397891086133,
            "protected_points": 220
          },
          {
            "normal": [
              -0.7065000391449484,
              -0.019364582446259094,
              -0.7074480246879402
            ],
            "center_xyz": [
              393788.12772200163,
              138227.8402559323,
              63.42047619047618
            ],
            "seed_points": 41,
            "observed_seed_hull_xy": [
              [
                393787.9424348475,
                138225.27555800948
              ],
              [
                393787.61524790555,
                138225.3223709954
              ],
              [
                393787.14804153796,
                138225.6486314596
              ],
              [
                393787.10432150937,
                138229.50507538888
              ],
              [
                393787.26829239377,
                138229.96274975187
              ],
              [
                393788.11011939455,
                138230.46644846123
              ],
              [
                393788.9280192726,
                138230.2640630947
              ],
              [
                393789.2836250116,
                138226.7177499407
              ],
              [
                393787.9424348475,
                138225.27555800948
              ]
            ],
            "seed_hull_area_m2": 9.021633435434595,
            "protected_points": 45
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 338,
      "removed_points": 22,
      "removed_fraction": 0.06111111111111111,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "a15fde9a261f1c99b1a4e220d8262235d5045d30350592bcba16b63c75668f9c",
      "keep_sha256": "4b4f0425193152697d585dde99c35d61ab5fe23b5d9d944d54ed28c7e781225b",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14307594299316406,
      "incremental_arm_seconds": 0.36997127532958984,
      "model_sha256": "5bfa6ee59c36b662156f9aacd8ffaf7bb5cff3b45ce722e135bf2e87757865fc",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 354,
      "removed_points": 6,
      "removed_fraction": 0.016666666666666666,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "ee1690908c24aabb83f884510c6e8ceba0a4639c175fbef49f5082765f238fe8",
      "keep_sha256": "be06e74e69f17d9e6011c6a4deec681e6bae64be7efe014ff96586b94b9f437e",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10910797119140625,
      "incremental_arm_seconds": 0.3839757442474365,
      "model_sha256": "f1ae1176d6d79dc949df8c2c9100027f05794e0b4c78aae93836795abdc2fba7",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 359,
      "removed_points": 1,
      "removed_fraction": 0.002777777777777778,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "db23d50cfc6758033d3db9a3f67679af611c39337082bc66af60d93a2fe527e9",
      "keep_sha256": "8ffe19d51db8b2be441cee6ce408c03ec9ffe0bf77762cf8d0d257ae0d868605",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10991024971008301,
      "incremental_arm_seconds": 0.27899599075317383,
      "model_sha256": "82dec1bdd355f95ff8eb1cb6f6df1bd77f0e06cf03007b35c440dff70416996b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 355,
      "removed_points": 5,
      "removed_fraction": 0.013888888888888888,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "29611aba6ba6e8c663bc1e7bc10530d3027e3dd3635a52802d541063828fa7d5",
      "keep_sha256": "d5713e2c0e61d133c25b368ba63b41773df1f18f1dffcb5b7c52bfeac9851d98",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1119384765625,
      "incremental_arm_seconds": 0.46240830421447754,
      "model_sha256": "eefe43bed16c3c52317c648811ecb064ae5419a1c2a7378ae90ff1e962a8650a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 360,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "keep_sha256": "76b2875461618e970a037f35eeb94af3911e11353a7e620c81e49b9756cda47b",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.24106097221374512,
      "incremental_arm_seconds": 0.02802872657775879,
      "model_sha256": "8a4599f6288ce628285a49c218e8f3879a7bcd72fe3b213b27150227967c956c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84626-osm-66348273",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 360,
      "kept_points": 360,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "b15d9d7ade37af7d1fa7d60e982131d04f25e7fd0a58b64a05655c9e74ea6c56",
      "source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "selected_source_indices_sha256": "5d78564be4b86e6922524c9485e99b0e1110403cd782728314c519b42cfaec99",
      "keep_sha256": "76b2875461618e970a037f35eeb94af3911e11353a7e620c81e49b9756cda47b",
      "ground_points": 1707,
      "ground_sha256": "0218e5efac67513245d2cb044c04f854003f477dd8dd2ac872e00804907b7433",
      "footprint_sha256": "08aeca6dacb066b7a8ebd91cde6ec42e7b61b4ce1917c28dc662b236aadd6002",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.24106097221374512,
      "incremental_arm_seconds": 0.038896799087524414,
      "model_sha256": "8a4599f6288ce628285a49c218e8f3879a7bcd72fe3b213b27150227967c956c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84626-osm-66348273/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.569,
      "minimum_roof_z_m": 62.285000000000004,
      "maximum_height_above_native_ground_m": 11.668998474121096,
      "native_ground_z_m": 52.900001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 249,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "keep_sha256": "10d1c17186bcbd470db4ebfe3bff81911e6eda33ea56de74e937271331d88911",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1680591106414795,
      "incremental_arm_seconds": 0.3345370292663574,
      "model_sha256": "525fe908f094504f1a3c0deac16208ef74daa8c5f385a32b66a954f48ed98635",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 248,
      "removed_points": 1,
      "removed_fraction": 0.004016064257028112,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "daaae42f911be05d33802822d8fd0acb1abdacd814f36bf39e3be63efbc8e777",
      "keep_sha256": "30f97dfc2376df72a59d30d3546257858aa634bb96f67317ae06f1aa1aaa38e3",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1398754119873047,
      "incremental_arm_seconds": 0.3084845542907715,
      "model_sha256": "763c0a8a946118cc81001ff8938a510200ecdbdb33790259e328e9187e4f15f0",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 177,
        "strong_point_override_proposed": 1,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 1,
        "plane_protected_points": 186,
        "observed_planes": [
          {
            "normal": [
              0.425223048421256,
              0.008512638024626502,
              0.9050485589653162
            ],
            "center_xyz": [
              393745.68861148733,
              138229.56932402414,
              56.12188888888888
            ],
            "seed_points": 88,
            "observed_seed_hull_xy": [
              [
                393745.61423805135,
                138225.93739179478
              ],
              [
                393745.17801368714,
                138226.03084893062
              ],
              [
                393744.0805201299,
                138227.35081002943
              ],
              [
                393744.0261913567,
                138227.6146717308
              ],
              [
                393743.918950131,
                138229.93480941374
              ],
              [
                393744.00625782344,
                138231.96769596377
              ],
              [
                393744.68467195384,
                138232.71981891937
              ],
              [
                393745.30050028604,
                138233.14609776568
              ],
              [
                393746.01736673526,
                138233.26192202544
              ],
              [
                393747.02245213813,
                138233.31544375664
              ],
              [
                393747.48025991075,
                138230.9562333831
              ],
              [
                393747.50213171274,
                138229.05516967562
              ],
              [
                393747.4538719702,
                138227.1386421499
              ],
              [
                393745.61423805135,
                138225.93739179478
              ]
            ],
            "seed_hull_area_m2": 22.171871279395006,
            "protected_points": 107
          },
          {
            "normal": [
              0.4385605335448488,
              0.020251129344605254,
              -0.8984734554660618
            ],
            "center_xyz": [
              393742.62000010867,
              138228.6736992021,
              56.153191489361696
            ],
            "seed_points": 46,
            "observed_seed_hull_xy": [
              [
                393741.1421536447,
                138225.90212891973
              ],
              [
                393740.8618665647,
                138226.14289118396
              ],
              [
                393740.7972128979,
                138233.05654417718
              ],
              [
                393742.8619026101,
                138233.1402652481
              ],
              [
                393743.15789419634,
                138233.05467825898
              ],
              [
                393743.8714314111,
                138228.95716586782
              ],
              [
                393743.99538896384,
                138228.07249921237
              ],
              [
                393743.85406514525,
                138226.6992013747
              ],
              [
                393743.0977768692,
                138225.99369572577
              ],
              [
                393741.1421536447,
                138225.90212891973
              ]
            ],
            "seed_hull_area_m2": 20.045390294287813,
            "protected_points": 85
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 217,
      "removed_points": 32,
      "removed_fraction": 0.1285140562248996,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "bffda54d36bcdb2b2b104ff133166b76ebb6585e2a9111efb275a891aa6ba8a4",
      "keep_sha256": "ecab20ea607f5906d0e611ed4d117b42c131b4c9c6aeab608706c0614a96cd72",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11697936058044434,
      "incremental_arm_seconds": 0.28572797775268555,
      "model_sha256": "b198565628b48ed10d1d0cc18a9db2bf5b4d9ac91022ff9407e3239e041aec00",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 231,
      "removed_points": 18,
      "removed_fraction": 0.07228915662650602,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "ba37b102ca09987faaf3bbf7aa7c267b745342e8738b8563c6e3d1e6739c928e",
      "keep_sha256": "376dc2b7506b2c1db988cc3c3fb39b1e60c40cb435a17bb76b7e23b0e4918bc0",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14327526092529297,
      "incremental_arm_seconds": 0.3248255252838135,
      "model_sha256": "1fdadee3c8c35f7646419d38c9711e2611a17976cc50fcd1a0d6f3795b296430",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.89,
      "minimum_roof_z_m": 55.137,
      "maximum_height_above_native_ground_m": 4.910000457763672,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 249,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "keep_sha256": "10d1c17186bcbd470db4ebfe3bff81911e6eda33ea56de74e937271331d88911",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1680591106414795,
      "incremental_arm_seconds": 0.0050885677337646484,
      "model_sha256": "525fe908f094504f1a3c0deac16208ef74daa8c5f385a32b66a954f48ed98635",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 199,
      "removed_points": 50,
      "removed_fraction": 0.20080321285140562,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "d66f4292dc6899d4876305cd7248935cc4a275247d5860f5596e0b530ead8e67",
      "keep_sha256": "06c4b5147d37d92a3c32d2d83bb50c4763667f214ed501bd4b0feea1845e4ae7",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.0936744213104248,
      "incremental_arm_seconds": 0.2621641159057617,
      "model_sha256": "e4a1cbb163c869067f5ed0f3e69cb213ea8d177da3d21d4258b550470200f602",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 248,
      "removed_points": 1,
      "removed_fraction": 0.004016064257028112,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "bf285680296459266e216da7d547fd3cbef06052fbde7b1eb0d8d9e05de86a1f",
      "keep_sha256": "381cd788ff4833ec12df5c1b7081e0cf5ea1deb382b9123da0550d9608b9d9f7",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.13985013961791992,
      "incremental_arm_seconds": 0.3525066375732422,
      "model_sha256": "ba992d6ed15d5545e82e482bf6d664baa34c835e680486b185c3e8cb8d2206d9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84641-osm-66347416",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 249,
      "kept_points": 243,
      "removed_points": 6,
      "removed_fraction": 0.024096385542168676,
      "original_XYZ_sha256": "483815433d10eed53fac4ecdf5f0e7555b47c5afddb302ca52b794da22f5426b",
      "source_indices_sha256": "48ed90d77eba763bcd4094f4b487dad15b607cc789c62af4c299a1bd204cd3d4",
      "selected_source_indices_sha256": "ba7578add92302e4341705550ea2c023ad91151fa038d18b51934dff9bbfa556",
      "keep_sha256": "1b9c56066d5846cb21649e7be7986a5435b46b0fcf15c25e7669c539390eb173",
      "ground_points": 2107,
      "ground_sha256": "abf45f52fbade79ba7afa78e4c590e184135aad95ece8d797c76770aa44e62fe",
      "footprint_sha256": "6510554f6dcc4296540c7e41f58f5df3ad5e7c1542d761d65fb50c47a403fb10",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10927653312683105,
      "incremental_arm_seconds": 0.3127009868621826,
      "model_sha256": "5f50410aad11429b7ac827dc91d7b534020691096deb8a556df39c28b329da2d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84641-osm-66347416/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.892,
      "minimum_roof_z_m": 55.131,
      "maximum_height_above_native_ground_m": 4.912000457763675,
      "native_ground_z_m": 51.97999954223633,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 340,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "keep_sha256": "59d5e472b80223dd380ad7b97335efec84c2711a6f2fbc2ddb73bf373fe380a5",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08863091468811035,
      "incremental_arm_seconds": 0.1912517547607422,
      "model_sha256": "f7650efa009c0ef41850c167a1110f8541212728682a14e0e682773f40896959",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 340,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "keep_sha256": "59d5e472b80223dd380ad7b97335efec84c2711a6f2fbc2ddb73bf373fe380a5",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.08863091468811035,
      "incremental_arm_seconds": 0.016392946243286133,
      "model_sha256": "f7650efa009c0ef41850c167a1110f8541212728682a14e0e682773f40896959",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 69,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 311,
        "observed_planes": [
          {
            "normal": [
              0.44493666555216127,
              0.016205998946264524,
              0.895415394800356
            ],
            "center_xyz": [
              393686.1768164322,
              138197.0928901371,
              66.03857142857142
            ],
            "seed_points": 168,
            "observed_seed_hull_xy": [
              [
                393687.07781385386,
                138193.681496672
              ],
              [
                393685.14566658775,
                138193.7295939471
              ],
              [
                393684.40553387714,
                138193.75346252928
              ],
              [
                393683.1669648593,
                138194.01827049523
              ],
              [
                393683.11570233526,
                138198.12303731963
              ],
              [
                393683.20200451574,
                138198.87563064517
              ],
              [
                393683.7329418511,
                138200.31069659244
              ],
              [
                393687.4417089418,
                138200.5870771972
              ],
              [
                393687.6754159752,
                138200.55585325832
              ],
              [
                393688.5243940261,
                138200.24480035529
              ],
              [
                393688.97576212755,
                138199.6004101445
              ],
              [
                393689.33279645076,
                138197.90081615502
              ],
              [
                393689.5024495886,
                138195.70476915973
              ],
              [
                393689.0100229945,
                138193.71099390535
              ],
              [
                393687.07781385386,
                138193.681496672
              ]
            ],
            "seed_hull_area_m2": 40.123571861303226,
            "protected_points": 172
          },
          {
            "normal": [
              0.4400745248627734,
              0.012842190037372313,
              -0.8978694174109331
            ],
            "center_xyz": [
              393680.23168634437,
              138196.90153695355,
              66.03118518518518
            ],
            "seed_points": 134,
            "observed_seed_hull_xy": [
              [
                393677.7905160525,
                138193.25438040553
              ],
              [
                393677.33091128716,
                138193.34010091977
              ],
              [
                393677.3037127837,
                138198.30614281955
              ],
              [
                393677.51554616436,
                138200.15271162568
              ],
              [
                393681.09181599424,
                138200.36711985222
              ],
              [
                393682.42393239145,
                138200.1720717458
              ],
              [
                393682.69652661384,
                138200.05546320428
              ],
              [
                393682.8976516626,
                138198.24736176047
              ],
              [
                393682.9440389564,
                138197.7972792945
              ],
              [
                393683.05873189535,
                138195.0736363049
              ],
              [
                393682.95702087804,
                138194.53831833848
              ],
              [
                393682.7072486387,
                138193.9643214305
              ],
              [
                393682.0370312205,
                138193.73207397136
              ],
              [
                393677.7905160525,
                138193.25438040553
              ]
            ],
            "seed_hull_area_m2": 37.39773139048295,
            "protected_points": 145
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 334,
      "removed_points": 6,
      "removed_fraction": 0.01764705882352941,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "d6d6c825f80aff99fa795ae395c56dfa07f853d5e58f9cad9736aac304bbfa2e",
      "keep_sha256": "f2c443e3e6f88067fc07202fcfde498771cd50129b6163bd7179a1879512b4d6",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08753705024719238,
      "incremental_arm_seconds": 0.21936726570129395,
      "model_sha256": "2a406f0779ea049fe2d242bce668e1e2bbbb7fab03734a2f38064305cb72f9bb",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 339,
      "removed_points": 1,
      "removed_fraction": 0.0029411764705882353,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "2a194b0bb9114de653e72f58ed88d2430234f6ffef721c6dadc58f56c191d0bd",
      "keep_sha256": "1c82087f92b0b4d2ea65024dd24d50fbd942f3e93fd58915c53af12a48de7979",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09493565559387207,
      "incremental_arm_seconds": 0.32799649238586426,
      "model_sha256": "d9c26cde382e337521b88a7de0368fa2b0b475675fff498f09b83b114be2bd3a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 340,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "keep_sha256": "59d5e472b80223dd380ad7b97335efec84c2711a6f2fbc2ddb73bf373fe380a5",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.08863091468811035,
      "incremental_arm_seconds": 0.027767419815063477,
      "model_sha256": "f7650efa009c0ef41850c167a1110f8541212728682a14e0e682773f40896959",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 338,
      "removed_points": 2,
      "removed_fraction": 0.0058823529411764705,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "5dff302e829d93d4865f90a8afb6df310a5ab100ea13ade970e08482acc06f03",
      "keep_sha256": "12b096d42a57637a9fd22b619bf5fbf120f5f0118d13e47994e682879770d519",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.0779871940612793,
      "incremental_arm_seconds": 0.1425635814666748,
      "model_sha256": "1969b2e64add3ef0c7164aa8ffa7431e05d4ed68931446daea9ccb6a30438362",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 340,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "keep_sha256": "59d5e472b80223dd380ad7b97335efec84c2711a6f2fbc2ddb73bf373fe380a5",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.08863091468811035,
      "incremental_arm_seconds": 0.026755571365356445,
      "model_sha256": "f7650efa009c0ef41850c167a1110f8541212728682a14e0e682773f40896959",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84656-osm-67521446",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 340,
      "kept_points": 339,
      "removed_points": 1,
      "removed_fraction": 0.0029411764705882353,
      "original_XYZ_sha256": "2e30f30a4e769080ae3b7ad650b88ef3bfc4095813a05d0891de524fc5229cf4",
      "source_indices_sha256": "0305e2a3032a4b8df3244e690000065835d50ab6586cab28d149ea89c60c715e",
      "selected_source_indices_sha256": "f4077f786e6d506e07336810c20be47483036117c135e491396603f3ad445510",
      "keep_sha256": "9905dd7a147f5a6709d72c7d7de7e8cb0f6ab38c5032ebc8f3f6b860e9a84b9f",
      "ground_points": 1615,
      "ground_sha256": "ef009d70f682419669110b1acce65f3afaa24e209ff31b2ae6ab52e67f110583",
      "footprint_sha256": "aaf755a72246ff1abc50bf4fd6a22af732606b5ee742167dd732faff36bb2b76",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.15681791305541992,
      "incremental_arm_seconds": 0.36754631996154785,
      "model_sha256": "90fb08ba347695768874d5fe913e6455f7392d47f6baf90b3eb4b4bf93f5d85a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84656-osm-67521446/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.522,
      "minimum_roof_z_m": 64.369,
      "maximum_height_above_native_ground_m": 15.3719984741211,
      "native_ground_z_m": 52.150001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.27233386039733887,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.005182027816772461,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 20,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 302,
        "observed_planes": [
          {
            "normal": [
              0.013412851588394671,
              -0.44272143135379455,
              -0.8965588824122568
            ],
            "center_xyz": [
              393733.2040060457,
              138203.28381539843,
              65.98037267080745
            ],
            "seed_points": 161,
            "observed_seed_hull_xy": [
              [
                393730.2220348778,
                138200.07200110337
              ],
              [
                393730.1833929562,
                138200.46776121305
              ],
              [
                393730.01400515647,
                138203.0129787822
              ],
              [
                393729.937550933,
                138204.8520167904
              ],
              [
                393729.9612682132,
                138205.28652426542
              ],
              [
                393730.0631479687,
                138206.03910508283
              ],
              [
                393731.72298648226,
                138206.47231699692
              ],
              [
                393734.3875513575,
                138206.5012454719
              ],
              [
                393735.8522632786,
                138206.49232708206
              ],
              [
                393736.4270149189,
                138204.23388779187
              ],
              [
                393736.40989816503,
                138202.29405153138
              ],
              [
                393736.2996754235,
                138200.84313077002
              ],
              [
                393735.6681514706,
                138200.27719407683
              ],
              [
                393734.95133714314,
                138200.23120484446
              ],
              [
                393730.2220348778,
                138200.07200110337
              ]
            ],
            "seed_hull_area_m2": 38.87585882409479,
            "protected_points": 163
          },
          {
            "normal": [
              -0.01314169308593662,
              0.4448003397031416,
              -0.8955333347803448
            ],
            "center_xyz": [
              393733.4195240726,
              138197.08572409293,
              65.89452554744526
            ],
            "seed_points": 137,
            "observed_seed_hull_xy": [
              [
                393730.80935691413,
                138194.01144051488
              ],
              [
                393730.4748879352,
                138194.7022926619
              ],
              [
                393730.3821202018,
                138195.61797615935
              ],
              [
                393730.16639141325,
                138198.67535262884
              ],
              [
                393731.0318320246,
                138199.47388586795
              ],
              [
                393731.1331649604,
                138199.53588085627
              ],
              [
                393731.78003183746,
                138199.79918839922
              ],
              [
                393732.5281333086,
                138200.00034062797
              ],
              [
                393733.7280547958,
                138200.1235412896
              ],
              [
                393734.3513579996,
                138200.14632620872
              ],
              [
                393736.3614268663,
                138200.11369813638
              ],
              [
                393736.6960925551,
                138199.6711474413
              ],
              [
                393736.98008358956,
                138194.26261727247
              ],
              [
                393736.006145144,
                138194.1935530868
              ],
              [
                393732.34423373267,
                138194.05678176353
              ],
              [
                393730.80935691413,
                138194.01144051488
              ]
            ],
            "seed_hull_area_m2": 37.624794641924396,
            "protected_points": 144
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 331,
      "removed_points": 5,
      "removed_fraction": 0.01488095238095238,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "229f237317301ebb50d00ea71b674dc3dd1d73fc3185cd87a2d0b13f49a49a6a",
      "keep_sha256": "d5b1b2a06449b5e2cf5d63bfcfcc39567db99363a0828dfd9e26f3af6a0d9c2f",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12461447715759277,
      "incremental_arm_seconds": 0.2725834846496582,
      "model_sha256": "b3222ef200dfa7e83b8dac0375596b350ee4dcedbaf6b5eda43b47bd9215311f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.01826930046081543,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.005354404449462891,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 334,
      "removed_points": 2,
      "removed_fraction": 0.005952380952380952,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "bdf5de2715d68c8cda324a3e428b2b3eb64f058284182e4facf254b4840b38fb",
      "keep_sha256": "af7bce690eeb64dfd4ea4da07efe52c2a31be8d60d0cebaacbbe68097d87eb41",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.14611506462097168,
      "incremental_arm_seconds": 0.30121731758117676,
      "model_sha256": "0a10d4136310e864a1baeafd34c4030f40faf20df24257decf18ed22324dde0f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.01747298240661621,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84662-osm-67521513",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 336,
      "kept_points": 336,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "56dbdf834f45fab78b4408964856a572870146f69e84df7b515d00fbd9999f83",
      "source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "selected_source_indices_sha256": "5c6a1ae5fa5720588bab8c21dfa85dafd9c75e369e8b8f537929fbcc03eb18b0",
      "keep_sha256": "5f78e8db2e2d1761facc0a9cb79ccad1e311780b7f4d4db103961616fff3aebd",
      "ground_points": 1984,
      "ground_sha256": "d123ddfb81d0cb532609e04e1e027d8738476a45366c302c278db843bc464e5b",
      "footprint_sha256": "d90c015253e3406388f11208f0b3692de021ebb20c36d518bfbed23c9b97fe69",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09156131744384766,
      "incremental_arm_seconds": 0.005620002746582031,
      "model_sha256": "3b2896f284b9d4eb9a48b7ed23f6773c7d15b1d57dbea5d4e42d0ab72d68c90d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84662-osm-67521513/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.485,
      "minimum_roof_z_m": 64.34400000000001,
      "maximum_height_above_native_ground_m": 15.354998931884765,
      "native_ground_z_m": 52.130001068115234,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.2708463668823242,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.03401684761047363,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 21,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 181,
        "observed_planes": [
          {
            "normal": [
              -0.42341895590819273,
              -0.023329246670818437,
              0.9056335539429774
            ],
            "center_xyz": [
              393728.25626240944,
              138242.8705668802,
              55.28433734939759
            ],
            "seed_points": 82,
            "observed_seed_hull_xy": [
              [
                393729.4822211657,
                138239.8471842047
              ],
              [
                393727.830610834,
                138239.95712353502
              ],
              [
                393727.1139537459,
                138240.10511921052
              ],
              [
                393726.6309965527,
                138240.21413295463
              ],
              [
                393726.46820285096,
                138241.24625719996
              ],
              [
                393726.9701479154,
                138245.43591403245
              ],
              [
                393727.063910599,
                138245.7772514983
              ],
              [
                393727.62536773656,
                138246.41307399925
              ],
              [
                393728.88003447326,
                138246.8078073274
              ],
              [
                393729.64999904664,
                138245.1078981557
              ],
              [
                393729.83500472317,
                138242.60923779832
              ],
              [
                393729.92731096887,
                138241.11160788627
              ],
              [
                393729.78631063155,
                138240.14955855094
              ],
              [
                393729.4822211657,
                138239.8471842047
              ]
            ],
            "seed_hull_area_m2": 19.246642900259197,
            "protected_points": 94
          },
          {
            "normal": [
              0.44164961201640174,
              0.019798674830329058,
              0.8969691369722398
            ],
            "center_xyz": [
              393731.2774836824,
              138242.93988992556,
              55.29338028169014
            ],
            "seed_points": 71,
            "observed_seed_hull_xy": [
              [
                393730.59596846986,
                138239.38074037
              ],
              [
                393730.19102585415,
                138239.62160132144
              ],
              [
                393730.0904492301,
                138240.51400776376
              ],
              [
                393729.93106551847,
                138245.8525739517
              ],
              [
                393730.51606750645,
                138246.7056400018
              ],
              [
                393732.8999642253,
                138246.50976871117
              ],
              [
                393733.03940403706,
                138245.50094184105
              ],
              [
                393733.13721712737,
                138241.11682585452
              ],
              [
                393733.0891689427,
                138239.47187888515
              ],
              [
                393730.59596846986,
                138239.38074037
              ]
            ],
            "seed_hull_area_m2": 21.690407491801214,
            "protected_points": 96
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.011452674865722656,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.017625093460083008,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.005757331848144531,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.017864227294921875,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.04438471794128418,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84665-osm-66346451",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "legacy60",
      "phase": "complete",
      "original_points": 191,
      "kept_points": 191,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "7531c8f424bde9c90abc0fb9841bcc40ca4ac3a34d95f0aaa25bb5410fc44ff4",
      "source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "selected_source_indices_sha256": "9bc585415719c47cd3b27a584b5cb6c9b5b312686dd7b98198c1099272fc53fe",
      "keep_sha256": "75a0f488465b1dbb4843f5188336d0581882e71803c7a63e0a1e15f90248b23f",
      "ground_points": 1544,
      "ground_sha256": "ea8c8c1046d3539cfe5b55477019486be32ad1a6f0d1427fb005f2fed7ca38f3",
      "footprint_sha256": "fbe126e98ad034d12882a4b483886c5048a71a700fa851114588e2e64b4060bb",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10757803916931152,
      "incremental_arm_seconds": 0.004775047302246094,
      "model_sha256": "a4a0cd5c9440ec8eb7441a9b6903ebabb68177243c8eee4fcb98c75b11511b2a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84665-osm-66346451/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 56.024,
      "minimum_roof_z_m": 54.356,
      "maximum_height_above_native_ground_m": 4.884000610351563,
      "native_ground_z_m": 51.13999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.3189401626586914,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.015774011611938477,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 33,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 317,
        "observed_planes": [
          {
            "normal": [
              -0.014729375767744605,
              0.4396995329782614,
              0.8980241456598991
            ],
            "center_xyz": [
              393823.0233855573,
              138206.60385642858,
              65.32351515151514
            ],
            "seed_points": 164,
            "observed_seed_hull_xy": [
              [
                393822.3462271182,
                138203.4602769099
              ],
              [
                393819.7519324967,
                138203.62524893825
              ],
              [
                393819.6687021228,
                138206.79114795907
              ],
              [
                393819.6543071866,
                138208.31200060103
              ],
              [
                393819.95100916416,
                138209.13426473917
              ],
              [
                393820.9173295969,
                138209.428367467
              ],
              [
                393822.22632902977,
                138209.55925565658
              ],
              [
                393824.57936548284,
                138209.73588602417
              ],
              [
                393824.92992643605,
                138209.6890562446
              ],
              [
                393826.2464082328,
                138209.42421022168
              ],
              [
                393826.6872855165,
                138205.30362766125
              ],
              [
                393825.8839113535,
                138204.15586325203
              ],
              [
                393825.26009435504,
                138203.47352266836
              ],
              [
                393822.3462271182,
                138203.4602769099
              ]
            ],
            "seed_hull_area_m2": 39.90324048451867,
            "protected_points": 171
          },
          {
            "normal": [
              0.01586934134691336,
              -0.44795442527990903,
              0.8939155423625667
            ],
            "center_xyz": [
              393822.9755425258,
              138200.25261982685,
              65.18557823129251
            ],
            "seed_points": 144,
            "observed_seed_hull_xy": [
              [
                393822.06075401383,
                138197.05899300976
              ],
              [
                393820.44814330473,
                138197.23871780504
              ],
              [
                393820.06776819594,
                138199.0159182276
              ],
              [
                393819.9531129775,
                138201.84818939384
              ],
              [
                393820.5304627988,
                138202.88749834994
              ],
              [
                393821.64493515255,
                138203.33667374836
              ],
              [
                393824.083590351,
                138203.40460571265
              ],
              [
                393825.80520206754,
                138203.1316840012
              ],
              [
                393826.1787976594,
                138202.6503099076
              ],
              [
                393826.27628168993,
                138197.7773294133
              ],
              [
                393825.66042471863,
                138197.3122453812
              ],
              [
                393824.3825028352,
                138197.07270050765
              ],
              [
                393822.06075401383,
                138197.05899300976
              ]
            ],
            "seed_hull_area_m2": 36.955417981286786,
            "protected_points": 151
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 347,
      "removed_points": 6,
      "removed_fraction": 0.0169971671388102,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "9a632b6ab58a8133ff1aa29045ea813c0f1e6f5c2a6fc3af95d988d3573f0eeb",
      "keep_sha256": "ce6009189c05875935fe0c627d87917d7f04da932127d904f44bdad3a4aa96fc",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1471703052520752,
      "incremental_arm_seconds": 0.277545690536499,
      "model_sha256": "ab23075bcb9d8965f52c8016a49ef996d5ff0ea10cc193893da70e3b38d64eab",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.015059947967529297,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.008652925491333008,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.03330683708190918,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.05538582801818848,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84598-osm-67521499",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 353,
      "kept_points": 353,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "82337789de416d31844b946326f10df6082e60ebd9b6553007298868700d23df",
      "source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "selected_source_indices_sha256": "e302b111b3f5b0ad84a99996828d53b9bd194e0d153116834d2e7e022a57bf43",
      "keep_sha256": "7d3d5a6732e9c4b10ca4dfd0c6cf92130931aeaf28a5eddab58a2f9c62081596",
      "ground_points": 2197,
      "ground_sha256": "ae604419a95d38f2af6da51b84a36fd3dcac9379c73110af348f12fa71a4817d",
      "footprint_sha256": "1e6c62ce3f15729ee10eaf49948a8075a397efb845d39dd305e8ea2a192ef01e",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11882781982421875,
      "incremental_arm_seconds": 0.02976846694946289,
      "model_sha256": "48989ac859ce4b5c7416eb7fe2fdaba353cf84185af801a6d7cfd8b050362fd9",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84598-osm-67521499/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 66.845,
      "minimum_roof_z_m": 63.545,
      "maximum_height_above_native_ground_m": 15.354998321533202,
      "native_ground_z_m": 51.4900016784668,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 347,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "keep_sha256": "8cf3a4d3c460939ef436cb56fd40d629b541a7cb2a39ce11601c974b68779a02",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11406326293945312,
      "incremental_arm_seconds": 0.2525794506072998,
      "model_sha256": "896ec9133ed2abeee40e128582b0fda60aace7f26d88c5d826603ead9d9ffa8b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 347,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "keep_sha256": "8cf3a4d3c460939ef436cb56fd40d629b541a7cb2a39ce11601c974b68779a02",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11406326293945312,
      "incremental_arm_seconds": 0.01214289665222168,
      "model_sha256": "896ec9133ed2abeee40e128582b0fda60aace7f26d88c5d826603ead9d9ffa8b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 49,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 288,
        "observed_planes": [
          {
            "normal": [
              -0.02610417033268716,
              -0.015306023441794754,
              0.9995420441070206
            ],
            "center_xyz": [
              393830.00812128466,
              138203.7264509272,
              65.49550458715595
            ],
            "seed_points": 109,
            "observed_seed_hull_xy": [
              [
                393829.2161972451,
                138201.2202123292
              ],
              [
                393827.5489590761,
                138201.28358714565
              ],
              [
                393827.0817677946,
                138201.63312442138
              ],
              [
                393826.8902159343,
                138205.7690332486
              ],
              [
                393827.28762019495,
                138205.846317373
              ],
              [
                393828.3317484707,
                138206.00845072654
              ],
              [
                393829.44586919295,
                138206.0075823419
              ],
              [
                393832.8503301176,
                138205.71007268934
              ],
              [
                393833.44883921416,
                138203.9094262794
              ],
              [
                393833.45534301177,
                138202.2566691761
              ],
              [
                393833.33833814354,
                138202.0782941041
              ],
              [
                393829.2161972451,
                138201.2202123292
              ]
            ],
            "seed_hull_area_m2": 27.50592488985007,
            "protected_points": 115
          },
          {
            "normal": [
              -0.017544807196901584,
              0.6956301966236841,
              0.7181857763042357
            ],
            "center_xyz": [
              393829.99676212785,
              138208.03315801796,
              63.556321839080454
            ],
            "seed_points": 87,
            "observed_seed_hull_xy": [
              [
                393827.79418389103,
                138206.03214796886
              ],
              [
                393826.929570495,
                138206.2811227253
              ],
              [
                393826.9773936848,
                138207.66225783335
              ],
              [
                393827.0869463458,
                138208.27516458233
              ],
              [
                393827.51642812695,
                138209.5240921117
              ],
              [
                393828.73987708264,
                138209.8490328923
              ],
              [
                393831.2876532794,
                138209.97895710167
              ],
              [
                393832.1913667337,
                138209.91617790097
              ],
              [
                393833.3978795867,
                138208.50302852073
              ],
              [
                393833.1314910199,
                138206.58666546477
              ],
              [
                393832.9910646976,
                138206.34623357037
              ],
              [
                393832.58569417725,
                138206.0439328809
              ],
              [
                393827.79418389103,
                138206.03214796886
              ]
            ],
            "seed_hull_area_m2": 22.555873685943006,
            "protected_points": 97
          },
          {
            "normal": [
              -0.017283727349431798,
              0.7128023461592333,
              -0.7011519721706578
            ],
            "center_xyz": [
              393830.47846610204,
              138199.5752303499,
              63.531410256410254
            ],
            "seed_points": 78,
            "observed_seed_hull_xy": [
              [
                393833.68567239813,
                138197.88794636764
              ],
              [
                393828.57475992787,
                138197.9229661594
              ],
              [
                393827.29715280555,
                138198.0869096104
              ],
              [
                393827.0111400871,
                138200.98138980704
              ],
              [
                393832.5976799253,
                138201.4270813737
              ],
              [
                393833.3133936333,
                138200.0608692225
              ],
              [
                393833.68567239813,
                138197.88794636764
              ]
            ],
            "seed_hull_area_m2": 20.26535159832194,
            "protected_points": 84
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 333,
      "removed_points": 14,
      "removed_fraction": 0.040345821325648415,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "f7a67d8f24967bb4397777e02b1623e7047b42e85a4f0d3507d875b1a85c1b6a",
      "keep_sha256": "d9968ff853b113bab164721d9b49f20fff59ae0c834f8732f94f0c8a5f4e9c6f",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10295701026916504,
      "incremental_arm_seconds": 0.2603180408477783,
      "model_sha256": "53dde4c2f46ce14fed81c65177f991eaf96b2446eea4bc935bae9adb5aa17889",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.642,
      "minimum_roof_z_m": 61.682,
      "maximum_height_above_native_ground_m": 14.061998168945308,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 339,
      "removed_points": 8,
      "removed_fraction": 0.023054755043227664,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "ec87a6990bcee8d96b375b6e13733c86697b40e97956fd3e2cf50c7e42b3818c",
      "keep_sha256": "1d688e9e144b5498318306b383303139d8f0b87eda80a52005bb17f791b6c002",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.19785547256469727,
      "incremental_arm_seconds": 0.3438382148742676,
      "model_sha256": "b4279caebfa971e71c21627117e4391f4d1ef13441ce599252a319f0c9d0f8dc",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 347,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "keep_sha256": "8cf3a4d3c460939ef436cb56fd40d629b541a7cb2a39ce11601c974b68779a02",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11406326293945312,
      "incremental_arm_seconds": 0.009083271026611328,
      "model_sha256": "896ec9133ed2abeee40e128582b0fda60aace7f26d88c5d826603ead9d9ffa8b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 345,
      "removed_points": 2,
      "removed_fraction": 0.005763688760806916,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60189f5e32f0bac925d8702ab0989603f66d1cb3a3fb36e0303bc42adb1fe568",
      "keep_sha256": "cd696f534e89534b3944829d5f10767beaab6b820628292ea7a7ed8c29bdf1fa",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.13380694389343262,
      "incremental_arm_seconds": 0.33240556716918945,
      "model_sha256": "c93f76eb8b0e8329756bcfba8020fddbe26fec3670243dfc70b5b6aa20366a9d",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 347,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "keep_sha256": "8cf3a4d3c460939ef436cb56fd40d629b541a7cb2a39ce11601c974b68779a02",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11406326293945312,
      "incremental_arm_seconds": 0.005438566207885742,
      "model_sha256": "896ec9133ed2abeee40e128582b0fda60aace7f26d88c5d826603ead9d9ffa8b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84599-osm-67521357",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 347,
      "kept_points": 347,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "44f454cb67ae5819841b484bfcae144e64f053599fb602ca0e1d5727d3c5b718",
      "source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "selected_source_indices_sha256": "60de9b2f108278c9869a6d9a4bee9a5bf2a5a4359019a260f63096412e0d254d",
      "keep_sha256": "8cf3a4d3c460939ef436cb56fd40d629b541a7cb2a39ce11601c974b68779a02",
      "ground_points": 2177,
      "ground_sha256": "c3ec0f3e506d5be4f2fe4efe6e458adb919a16b4edb382cd9ee0774515507095",
      "footprint_sha256": "83220938d0be55e08ea0c68612f5b07c5a8e93b934042a33bcd7669dbda4bc27",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.11406326293945312,
      "incremental_arm_seconds": 0.005419254302978516,
      "model_sha256": "896ec9133ed2abeee40e128582b0fda60aace7f26d88c5d826603ead9d9ffa8b",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84599-osm-67521357/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 65.643,
      "minimum_roof_z_m": 61.701,
      "maximum_height_above_native_ground_m": 14.062998168945313,
      "native_ground_z_m": 51.58000183105469,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 342,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "keep_sha256": "50f700eb5129e74387b3d4922f256fd3ace32991b2dc2161a9f48fcc977fa376",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07176852226257324,
      "incremental_arm_seconds": 0.20322227478027344,
      "model_sha256": "b237d4e2352844fc2f51d92fde59a765f5bca71992e2687047167ba1ff0b03d8",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 340,
      "removed_points": 2,
      "removed_fraction": 0.005847953216374269,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "93ff2cfa0b1ea9680c04655e4a60c5be0646e199e551a16b283d479126c720ce",
      "keep_sha256": "d81641740758d4d075889f6680ae6454cf067cc9df49986a6e0c633263889eae",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08596467971801758,
      "incremental_arm_seconds": 0.15111851692199707,
      "model_sha256": "1bb83ffaf1923fc0ad2de458698e271341912bc170f02c795238c6b631b18343",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 1,
        "uncertain_retained_by_base": 157,
        "strong_point_override_proposed": 1,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 1,
        "plane_protected_points": 291,
        "observed_planes": [
          {
            "normal": [
              -0.0024790620372808444,
              0.0003788645327664461,
              0.999996855351596
            ],
            "center_xyz": [
              393848.46270757343,
              138204.69515027036,
              64.08258706467662
            ],
            "seed_points": 199,
            "observed_seed_hull_xy": [
              [
                393849.97108344,
                138200.56779240782
              ],
              [
                393848.2492593242,
                138200.56913005916
              ],
              [
                393845.67824592604,
                138200.61768453463
              ],
              [
                393845.2421094662,
                138200.82752740488
              ],
              [
                393845.03730041964,
                138207.9663327231
              ],
              [
                393845.03777092457,
                138208.57156510514
              ],
              [
                393845.30272096046,
                138208.6411936829
              ],
              [
                393850.1023582059,
                138209.08750890952
              ],
              [
                393851.2316689029,
                138208.58227120753
              ],
              [
                393851.48850846704,
                138208.24065840794
              ],
              [
                393851.596299721,
                138206.5878235649
              ],
              [
                393851.78015174123,
                138202.55279395735
              ],
              [
                393851.5764273138,
                138201.0631472738
              ],
              [
                393850.8827157281,
                138200.66795654982
              ],
              [
                393850.31389607815,
                138200.57528552978
              ],
              [
                393849.97108344,
                138200.56779240782
              ]
            ],
            "seed_hull_area_m2": 53.368578938201445,
            "protected_points": 216
          },
          {
            "normal": [
              0.01883289101342664,
              -0.6825637704331081,
              0.7305833433005543
            ],
            "center_xyz": [
              393848.801823521,
              138199.79504302106,
              63.32676470588235
            ],
            "seed_points": 33,
            "observed_seed_hull_xy": [
              [
                393850.44500010804,
                138198.84483694166
              ],
              [
                393845.9340421056,
                138198.93369537746
              ],
              [
                393845.070645846,
                138200.75006668075
              ],
              [
                393851.6383038608,
                138200.48114411507
              ],
              [
                393851.9721083279,
                138198.9212449998
              ],
              [
                393850.44500010804,
                138198.84483694166
              ]
            ],
            "seed_hull_area_m2": 10.796053482946185,
            "protected_points": 52
          },
          {
            "normal": [
              -0.013799980832520974,
              0.6849933275731186,
              0.7284186308087733
            ],
            "center_xyz": [
              393848.63695999765,
              138209.77947589732,
              63.1346875
            ],
            "seed_points": 32,
            "observed_seed_hull_xy": [
              [
                393846.9078463993,
                138208.85720910635
              ],
              [
                393845.9811214282,
                138209.38556812197
              ],
              [
                393846.69849510933,
                138210.1531904347
              ],
              [
                393848.17933720606,
                138210.85038496368
              ],
              [
                393850.8355365916,
                138210.1422168729
              ],
              [
                393851.5131530604,
                138209.877871278
              ],
              [
                393851.36498450895,
                138209.69952031167
              ],
              [
                393850.8036672965,
                138209.23439266815
              ],
              [
                393849.64259578456,
                138208.9714751453
              ],
              [
                393848.99590237456,
                138208.92542116996
              ],
              [
                393846.9078463993,
                138208.85720910635
              ]
            ],
            "seed_hull_area_m2": 7.084039166402613,
            "protected_points": 37
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 332,
      "removed_points": 10,
      "removed_fraction": 0.029239766081871343,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "d3e952ba1a7d7ce3f5005d204e93579ad013390cdcb620098441c2ab77c2214f",
      "keep_sha256": "55ba6b3671ca887d8d868267fcae30a189ccf6513c65bc258572c40284d55a0b",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.12164497375488281,
      "incremental_arm_seconds": 0.22957539558410645,
      "model_sha256": "fd8a96f0bb7b010e7235875d8c6717bd310996d32d1e71eb05696941ce9d51dc",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 339,
      "removed_points": 3,
      "removed_fraction": 0.008771929824561403,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "3118cd3c91bada01da554115aef7cd27ddd808062e27dcbf86606bb61b263322",
      "keep_sha256": "587323b86d31e191f6192209820de03b76421d9b334eb5169a6c0ee97daaf2c3",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10940837860107422,
      "incremental_arm_seconds": 0.22967791557312012,
      "model_sha256": "e4b42a0f80324bc096db32bbfae403a163aa7e89b5d02150e50031c2c8570ac8",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 340,
      "removed_points": 2,
      "removed_fraction": 0.005847953216374269,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "88b52da5f617dc1d7047c1bbcb718d5cfb5e9776bfd71ef588e41e20b8fdc46a",
      "keep_sha256": "b5dfff2868402477c5560d8791a08c890a773e9c3de94cec50f5608c3f13bc7c",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08607292175292969,
      "incremental_arm_seconds": 0.17447662353515625,
      "model_sha256": "84c02ac842dac3e1941701f3c2f72243e95a81c860dec057d64453926b9a7845",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 341,
      "removed_points": 1,
      "removed_fraction": 0.0029239766081871343,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "0513c6a7ff4cedd2e6e4a23fdc6ede402dfd1579fdd887f69bd2bacea8a1e46c",
      "keep_sha256": "98e6291970495751b4b241218f6a6526065777d19e8265923bb28527bbca9669",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10164761543273926,
      "incremental_arm_seconds": 0.21082806587219238,
      "model_sha256": "3d9f0c792037fccb0826529fd2fa0a5079bed9cd3b8a1195c8d2223a1fe984f2",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 341,
      "removed_points": 1,
      "removed_fraction": 0.0029239766081871343,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "0513c6a7ff4cedd2e6e4a23fdc6ede402dfd1579fdd887f69bd2bacea8a1e46c",
      "keep_sha256": "98e6291970495751b4b241218f6a6526065777d19e8265923bb28527bbca9669",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.10164761543273926,
      "incremental_arm_seconds": 0.005396366119384766,
      "model_sha256": "3d9f0c792037fccb0826529fd2fa0a5079bed9cd3b8a1195c8d2223a1fe984f2",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84600-osm-67521521",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 342,
      "kept_points": 342,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "27c0243b27730d9a1fa2deb8947fc847af5e094ea14c5f803cebb011faad20fa",
      "source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "selected_source_indices_sha256": "55abf71cc2b1c4821ee2a2a34ff6935c38b2251da4c0cb9c958d42b804dd97cb",
      "keep_sha256": "50f700eb5129e74387b3d4922f256fd3ace32991b2dc2161a9f48fcc977fa376",
      "ground_points": 2301,
      "ground_sha256": "a3332a90ac1c5c06a7f2ef16f8c3610d03955c7b16b900e6549419e8d641f139",
      "footprint_sha256": "e146a97d582603d60c995e4fdcff0dd7c6d0f71941e9ace620a7ea24745e41f5",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07176852226257324,
      "incremental_arm_seconds": 0.005157470703125,
      "model_sha256": "b237d4e2352844fc2f51d92fde59a765f5bca71992e2687047167ba1ff0b03d8",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84600-osm-67521521/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 12,
      "maximum_roof_z_m": 64.1,
      "minimum_roof_z_m": 62.03,
      "maximum_height_above_native_ground_m": 11.55999908447265,
      "native_ground_z_m": 52.540000915527344,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 52,
        "noded_unique_edges": 26,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 26,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07082366943359375,
      "incremental_arm_seconds": 0.1504666805267334,
      "model_sha256": "1c1fdb9587dc6d09a5d6656af7dc834dbf48e70b9452d7a1a4fbe8b57942f292",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07082366943359375,
      "incremental_arm_seconds": 0.0052547454833984375,
      "model_sha256": "1c1fdb9587dc6d09a5d6656af7dc834dbf48e70b9452d7a1a4fbe8b57942f292",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 33,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 306,
        "observed_planes": [
          {
            "normal": [
              0.007083617961830415,
              -0.4426701325775838,
              -0.8966565541389385
            ],
            "center_xyz": [
              393882.8829628603,
              138208.00022868035,
              66.15567741935483
            ],
            "seed_points": 153,
            "observed_seed_hull_xy": [
              [
                393882.5489080148,
                138204.94989281168
              ],
              [
                393881.2400287576,
                138204.97418242655
              ],
              [
                393879.4948924177,
                138205.05312527317
              ],
              [
                393879.49068837595,
                138209.69324673165
              ],
              [
                393879.6471751834,
                138210.5544183103
              ],
              [
                393879.7954810344,
                138210.911235687
              ],
              [
                393883.1224928311,
                138211.21128085174
              ],
              [
                393884.8440689153,
                138210.89181592513
              ],
              [
                393885.28016391967,
                138210.62765979505
              ],
              [
                393886.1211958074,
                138210.10713103093
              ],
              [
                393886.0251865906,
                138206.84825972517
              ],
              [
                393885.9231838548,
                138205.9172109806
              ],
              [
                393885.23697781446,
                138205.14956063923
              ],
              [
                393882.5489080148,
                138204.94989281168
              ]
            ],
            "seed_hull_area_m2": 38.303314624823656,
            "protected_points": 156
          },
          {
            "normal": [
              -0.01724686270636615,
              0.4460366623230712,
              -0.894848502032876
            ],
            "center_xyz": [
              393883.09811698704,
              138201.88709245063,
              66.0642857142857
            ],
            "seed_points": 147,
            "observed_seed_hull_xy": [
              [
                393881.9909823643,
                138198.7893600442
              ],
              [
                393880.6043654004,
                138199.03873254627
              ],
              [
                393880.2385693871,
                138199.53561706204
              ],
              [
                393879.8264469226,
                138200.57569550455
              ],
              [
                393879.96069429885,
                138202.9034118753
              ],
              [
                393880.1256319956,
                138204.61811145168
              ],
              [
                393884.26289217395,
                138204.88649349584
              ],
              [
                393886.0470198267,
                138204.85407797428
              ],
              [
                393886.16344825213,
                138204.28755203556
              ],
              [
                393886.51843965496,
                138199.8876980485
              ],
              [
                393886.54901673616,
                138199.12725298016
              ],
              [
                393885.6373367854,
                138198.96500952175
              ],
              [
                393881.9909823643,
                138198.7893600442
              ]
            ],
            "seed_hull_area_m2": 37.17016538142587,
            "protected_points": 155
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 356,
      "removed_points": 6,
      "removed_fraction": 0.016574585635359115,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "4ebe3b9cc3d322d07cf68387652c933107ac66c0824bedada4975e8cbc0c68cd",
      "keep_sha256": "3f04430d386bc2bd510d475639a4e1ba0731e702a4ecca5dbe8be424f953b624",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07135272026062012,
      "incremental_arm_seconds": 0.18796515464782715,
      "model_sha256": "ef31fe1e4334c7e830c13a521a6833c61e61af240dcaf83808522d2fe63c4b8c",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 361,
      "removed_points": 1,
      "removed_fraction": 0.0027624309392265192,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "a4bd2074a6de509105a1b6af0ab8c0cb8991d7b131bc770111b13c1010db11a6",
      "keep_sha256": "1be9d8358571e41a413d7caed013261feaffd6cfb16d9cfe45a9327a87c29afc",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.08630633354187012,
      "incremental_arm_seconds": 0.16140031814575195,
      "model_sha256": "11bd7d947f735c9a282eed0ffe46c42cf32a4f430a3cdaf509091bac9675cfbd",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07082366943359375,
      "incremental_arm_seconds": 0.005334138870239258,
      "model_sha256": "1c1fdb9587dc6d09a5d6656af7dc834dbf48e70b9452d7a1a4fbe8b57942f292",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 350,
      "removed_points": 12,
      "removed_fraction": 0.03314917127071823,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "0c1a84a0a85c9081bee0b76d38875cee740bfa4007b33cbb021c2ea50021cca5",
      "keep_sha256": "76f4ca7c94044b8e54d90fdf24a2fcbae92e874bb787d57072dd03470446fa3a",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07066011428833008,
      "incremental_arm_seconds": 0.17666220664978027,
      "model_sha256": "cbfd57fc78e3c783f0b1306635e76c6725672f77027fef1fd87a42a582de9459",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07082366943359375,
      "incremental_arm_seconds": 0.005510091781616211,
      "model_sha256": "1c1fdb9587dc6d09a5d6656af7dc834dbf48e70b9452d7a1a4fbe8b57942f292",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84604-osm-67521511",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 362,
      "kept_points": 362,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "9ee52158feb9555d6af1dfc207e5cc7ec41874726a9173ffc70f419ac24e8a34",
      "source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "selected_source_indices_sha256": "e496aef7bcb5d2276a707eaa4dfd5ad720924dc327b5b134ee791f07013c43e8",
      "keep_sha256": "3cee301ab303a743b4ddeb00093f8c041390f982f8ed7face96021a88a186daf",
      "ground_points": 1501,
      "ground_sha256": "b47ed7d5ba540d4b748fd4ed3dbf20f277ae1c23f08cd98b969daf2cd4026a59",
      "footprint_sha256": "6456372e53974eaa8ed6d5a351f0d00bee7a34e91d6c5471ea2e7795cb1a2570",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.07082366943359375,
      "incremental_arm_seconds": 0.005679607391357422,
      "model_sha256": "1c1fdb9587dc6d09a5d6656af7dc834dbf48e70b9452d7a1a4fbe8b57942f292",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84604-osm-67521511/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 10,
      "maximum_roof_z_m": 67.651,
      "minimum_roof_z_m": 64.46300000000001,
      "maximum_height_above_native_ground_m": 15.25099847412109,
      "native_ground_z_m": 52.400001525878906,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 44,
        "noded_unique_edges": 22,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 22,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 350,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "keep_sha256": "1be5b575da861ae8d6b2db9ec24eab6740de8aebf8c618bd4fbdab64e8623ad6",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09979510307312012,
      "incremental_arm_seconds": 0.19301962852478027,
      "model_sha256": "b5509cb8aa06d9fe318990fe0e1741123041bad504f562e77c85b0b4eb5baf78",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 350,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "keep_sha256": "1be5b575da861ae8d6b2db9ec24eab6740de8aebf8c618bd4fbdab64e8623ad6",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09979510307312012,
      "incremental_arm_seconds": 0.01843714714050293,
      "model_sha256": "b5509cb8aa06d9fe318990fe0e1741123041bad504f562e77c85b0b4eb5baf78",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 39,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 308,
        "observed_planes": [
          {
            "normal": [
              -0.011598695584236313,
              0.44392776665996747,
              0.8959875045161273
            ],
            "center_xyz": [
              393889.9220130966,
              138208.91547773426,
              66.30662420382166
            ],
            "seed_points": 156,
            "observed_seed_hull_xy": [
              [
                393887.3409220637,
                138205.61349982143
              ],
              [
                393886.64899808285,
                138207.5306048082
              ],
              [
                393886.5014414125,
                138208.14371091014
              ],
              [
                393886.6590898036,
                138210.51020407554
              ],
              [
                393886.96397119306,
                138211.84458397137
              ],
              [
                393888.24963791046,
                138212.02981678466
              ],
              [
                393891.56867827027,
                138212.0970898999
              ],
              [
                393893.32113142574,
                138211.40515226853
              ],
              [
                393893.349811942,
                138208.18498221
              ],
              [
                393893.24677470274,
                138205.9115588625
              ],
              [
                393887.3409220637,
                138205.61349982143
              ]
            ],
            "seed_hull_area_m2": 40.67605684123974,
            "protected_points": 163
          },
          {
            "normal": [
              0.016958178900363035,
              -0.44302292193352155,
              0.8963498819154648
            ],
            "center_xyz": [
              393889.86723303894,
              138202.7468231346,
              66.29222222222222
            ],
            "seed_points": 144,
            "observed_seed_hull_xy": [
              [
                393887.7335694667,
                138199.52982735995
              ],
              [
                393887.59335434256,
                138199.56097321634
              ],
              [
                393887.1182674047,
                138199.77860327758
              ],
              [
                393886.84058710665,
                138203.40245775488
              ],
              [
                393886.8344735722,
                138205.57509385556
              ],
              [
                393891.14298654016,
                138205.64936232584
              ],
              [
                393891.9064320475,
                138205.54790114998
              ],
              [
                393893.26804718387,
                138203.1879938563
              ],
              [
                393893.2265662772,
                138199.9135587804
              ],
              [
                393892.43179435795,
                138199.80554020192
              ],
              [
                393887.7335694667,
                138199.52982735995
              ]
            ],
            "seed_hull_area_m2": 35.76218580790121,
            "protected_points": 152
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 340,
      "removed_points": 10,
      "removed_fraction": 0.02857142857142857,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "959ad6cf38eafb84e2f28089a55971955d846146834a3532c3377f745bf67cef",
      "keep_sha256": "d2144ab3f272468ee5746626c824b20a1c97ca159166d9c7391ff262dcddee78",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.15380120277404785,
      "incremental_arm_seconds": 0.5094819068908691,
      "model_sha256": "b47e0d1fbb3c565f342ae06e773bbd624b540e9c055769871f3249291402313f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 349,
      "removed_points": 1,
      "removed_fraction": 0.002857142857142857,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "84a433db330a856f830212dbcb39a7bf58a1df4f9805cdac292e683351e3a8c0",
      "keep_sha256": "22bc30461f770022df15216d8556d1a8bd3cf9a298fed5759adce5e5121e60a9",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11727285385131836,
      "incremental_arm_seconds": 0.3125300407409668,
      "model_sha256": "67b8e99ceddc2809911cc8c506365aad7fc69d7da97a3b32d09dd7bdb53aa0ef",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 350,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "keep_sha256": "1be5b575da861ae8d6b2db9ec24eab6740de8aebf8c618bd4fbdab64e8623ad6",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09979510307312012,
      "incremental_arm_seconds": 0.021641254425048828,
      "model_sha256": "b5509cb8aa06d9fe318990fe0e1741123041bad504f562e77c85b0b4eb5baf78",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 341,
      "removed_points": 9,
      "removed_fraction": 0.025714285714285714,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "f9f7190277f1f2440997d51418a1814575003ed77d2ba91db20ec3f65ca98722",
      "keep_sha256": "207adcd937dd041f110f8b0346facfbb6842d8ecd48735cf393a1f1ab7c4e184",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11267852783203125,
      "incremental_arm_seconds": 0.3189966678619385,
      "model_sha256": "341e0753ac2547d5c4a8d64c05c8b2a46e2b44804b9669f92ed3addd8d6da71f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 350,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "keep_sha256": "1be5b575da861ae8d6b2db9ec24eab6740de8aebf8c618bd4fbdab64e8623ad6",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09979510307312012,
      "incremental_arm_seconds": 0.007542610168457031,
      "model_sha256": "b5509cb8aa06d9fe318990fe0e1741123041bad504f562e77c85b0b4eb5baf78",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84607-osm-67521423",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 350,
      "kept_points": 350,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "a6abf769240aec5a98f2259b7b97202a3d45e1214e0e41257506fcb0c7f0e206",
      "source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "selected_source_indices_sha256": "04af0588207974e78c39b86326c6ca5e1d41d889314cca2ce1ee1227f5b41a4d",
      "keep_sha256": "1be5b575da861ae8d6b2db9ec24eab6740de8aebf8c618bd4fbdab64e8623ad6",
      "ground_points": 1495,
      "ground_sha256": "97bc59b3006bf9a15561c6bc92420050ed2ea777c7151cc848b5f3077bbcd55f",
      "footprint_sha256": "8a20088eda2b6ce7a117e879d5868e98542048ebab0a8ef67c9484f3b485a1de",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09979510307312012,
      "incremental_arm_seconds": 0.026253461837768555,
      "model_sha256": "b5509cb8aa06d9fe318990fe0e1741123041bad504f562e77c85b0b4eb5baf78",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84607-osm-67521423/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 11,
      "maximum_roof_z_m": 67.856,
      "minimum_roof_z_m": 64.70400000000001,
      "maximum_height_above_native_ground_m": 15.355999999999995,
      "native_ground_z_m": 52.5,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 50,
        "noded_unique_edges": 25,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 25,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.13572335243225098,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.0051097869873046875,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 44,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 317,
        "observed_planes": [
          {
            "normal": [
              0.021652808124221292,
              -0.44318122428918094,
              -0.8961704962438108
            ],
            "center_xyz": [
              393876.1405355213,
              138208.45728378792,
              66.10654970760233
            ],
            "seed_points": 169,
            "observed_seed_hull_xy": [
              [
                393874.65683939867,
                138205.3051674838
              ],
              [
                393873.4727251745,
                138205.46903100132
              ],
              [
                393873.2158725645,
                138205.7951244211
              ],
              [
                393872.88413586805,
                138210.03201052497
              ],
              [
                393872.9629050468,
                138211.14154260673
              ],
              [
                393873.43063217204,
                138211.48259387357
              ],
              [
                393874.31894379016,
                138211.6526131407
              ],
              [
                393877.91844417097,
                138211.6963853783
              ],
              [
                393879.02453909145,
                138211.39291392753
              ],
              [
                393879.31230401824,
                138210.74090258311
              ],
              [
                393879.19138319674,
                138205.4956455349
              ],
              [
                393878.15513094945,
                138205.44213093157
              ],
              [
                393874.65683939867,
                138205.3051674838
              ]
            ],
            "seed_hull_area_m2": 38.47883721638754,
            "protected_points": 176
          },
          {
            "normal": [
              -0.010926677152067755,
              0.4424590238208976,
              -0.8967221531588658
            ],
            "center_xyz": [
              393876.18753325247,
              138202.17677956691,
              66.01578571428571
            ],
            "seed_points": 140,
            "observed_seed_hull_xy": [
              [
                393873.98207173985,
                138199.18352295842
              ],
              [
                393873.5310308055,
                138200.27018829834
              ],
              [
                393873.1980327583,
                138202.8776045948
              ],
              [
                393873.13614863984,
                138203.4518480162
              ],
              [
                393873.3085245988,
                138204.7087371355
              ],
              [
                393875.59947298706,
                138205.1958067079
              ],
              [
                393877.25130261487,
                138205.35747646817
              ],
              [
                393878.91785044316,
                138204.40178197762
              ],
              [
                393879.1121889262,
                138203.8351956678
              ],
              [
                393879.4148284351,
                138202.26756306787
              ],
              [
                393879.46096894325,
                138201.48382796466
              ],
              [
                393878.9454753245,
                138199.8237145544
              ],
              [
                393878.65691814164,
                138199.4514863265
              ],
              [
                393874.6910762742,
                138199.2062526134
              ],
              [
                393873.98207173985,
                138199.18352295842
              ]
            ],
            "seed_hull_area_m2": 33.11061888585899,
            "protected_points": 145
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 352,
      "removed_points": 4,
      "removed_fraction": 0.011235955056179775,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "37caee333c7d961013678042af5dc1f14a29ebc58c4877ce5f0a269d7169e569",
      "keep_sha256": "499dacb784de97aea0356eec564d528029d34bcd913d49921d9a3d2a19708897",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07076096534729004,
      "incremental_arm_seconds": 0.13836097717285156,
      "model_sha256": "e6840a16f32d8b4eb41bcfbf883e817d61307e1361de72d6c885382c08be2384",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.011091470718383789,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.005085945129394531,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.005033969879150391,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.00485682487487793,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84608-osm-67521442",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 356,
      "kept_points": 356,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "37c42ffc372ac82365b69362ea41d8184f3f9468f08120de30efd07e2736ded1",
      "source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "selected_source_indices_sha256": "6d932653b4f8b468c2fb27bad2f4989781bacfeca135305df462700c9e3acf9b",
      "keep_sha256": "ca16c77b97ff4b737037cf6b4538e21f3e20830d910ff4c16f094a146b408626",
      "ground_points": 1501,
      "ground_sha256": "33723b114a8c17faa625d1f2fa8a6054748c66ecf582c67c9a1c2f5c285cce31",
      "footprint_sha256": "c7e75c8d8c067cb37da04841923b8f4e6f6cb27aab010527500ec61c22fd3102",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.0704190731048584,
      "incremental_arm_seconds": 0.005061149597167969,
      "model_sha256": "11e3c9e999326f2eb0ef6c607eee59bfa8b02b5591b1b1f4cd50489d17370f5f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84608-osm-67521442/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 9,
      "maximum_roof_z_m": 67.63,
      "minimum_roof_z_m": 64.452,
      "maximum_height_above_native_ground_m": 15.240000610351558,
      "native_ground_z_m": 52.38999938964844,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 38,
        "noded_unique_edges": 19,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 19,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 397,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "keep_sha256": "abb3c99fa7b4b203051b55c562099be64aaa6c21188139f73740a4ea55fd3d52",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09555959701538086,
      "incremental_arm_seconds": 0.23391461372375488,
      "model_sha256": "2f3413cf4874a841d4c0d684ed4d8fd4602dd8919712625585034633aed79834",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 397,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "keep_sha256": "abb3c99fa7b4b203051b55c562099be64aaa6c21188139f73740a4ea55fd3d52",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09555959701538086,
      "incremental_arm_seconds": 0.017900705337524414,
      "model_sha256": "2f3413cf4874a841d4c0d684ed4d8fd4602dd8919712625585034633aed79834",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 213,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 309,
        "observed_planes": [
          {
            "normal": [
              0.005426513699462517,
              -0.006476068514251733,
              0.9999643061058074
            ],
            "center_xyz": [
              393899.12591325335,
              138232.20701336963,
              67.21800995024876
            ],
            "seed_points": 202,
            "observed_seed_hull_xy": [
              [
                393899.23245588574,
                138228.92128085383
              ],
              [
                393896.8329378249,
                138229.07831765118
              ],
              [
                393895.43119234324,
                138229.90965127968
              ],
              [
                393895.1743575709,
                138230.25902109317
              ],
              [
                393895.018854075,
                138230.67038774033
              ],
              [
                393894.86451733316,
                138232.59483085538
              ],
              [
                393895.1309618824,
                138234.60430209924
              ],
              [
                393895.6223588707,
                138235.3333038177
              ],
              [
                393902.7279949002,
                138235.61492509997
              ],
              [
                393903.57629650016,
                138234.4193291714
              ],
              [
                393903.5266525707,
                138230.65607270633
              ],
              [
                393902.90243205277,
                138229.4383318378
              ],
              [
                393901.850344054,
                138229.0511734246
              ],
              [
                393899.23245588574,
                138228.92128085383
              ]
            ],
            "seed_hull_area_m2": 52.61033569966804,
            "protected_points": 208
          },
          {
            "normal": [
              0.7015668144859692,
              0.020104457014656373,
              0.7123200233182803
            ],
            "center_xyz": [
              393904.4359297607,
              138232.48644298303,
              66.124
            ],
            "seed_points": 54,
            "observed_seed_hull_xy": [
              [
                393904.11777313845,
                138229.35980227566
              ],
              [
                393903.5649982942,
                138229.86458716332
              ],
              [
                393903.4181935691,
                138231.4553715301
              ],
              [
                393903.45046303474,
                138232.89083029167
              ],
              [
                393903.5997890735,
                138234.57449845443
              ],
              [
                393903.60759802413,
                138234.59777054848
              ],
              [
                393904.2937758336,
                138235.33438219255
              ],
              [
                393905.1430811981,
                138235.44235949355
              ],
              [
                393905.29777279246,
                138233.97571978846
              ],
              [
                393905.4512220776,
                138230.89513154078
              ],
              [
                393905.4892394856,
                138229.67688076396
              ],
              [
                393904.11777313845,
                138229.35980227566
              ]
            ],
            "seed_hull_area_m2": 10.538401059502661,
            "protected_points": 60
          },
          {
            "normal": [
              0.7220935618090119,
              0.02393170813300409,
              -0.6913813429214096
            ],
            "center_xyz": [
              393893.76563269005,
              138232.3666904678,
              66.15755555555555
            ],
            "seed_points": 45,
            "observed_seed_hull_xy": [
              [
                393894.00473362225,
                138229.00290455617
              ],
              [
                393893.11714257544,
                138229.7640077385
              ],
              [
                393892.97796937753,
                138231.14528339755
              ],
              [
                393892.90850848606,
                138231.99886783632
              ],
              [
                393892.88694293797,
                138234.3422141818
              ],
              [
                393892.9186217679,
                138235.00949542987
              ],
              [
                393894.04845809523,
                138235.187089476
              ],
              [
                393894.5145314111,
                138233.3865564863
              ],
              [
                393894.5921365203,
                138232.99076877852
              ],
              [
                393894.707565908,
                138231.12843072982
              ],
              [
                393894.5661486167,
                138229.5999433754
              ],
              [
                393894.00473362225,
                138229.00290455617
              ]
            ],
            "seed_hull_area_m2": 9.038611092984707,
            "protected_points": 48
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 379,
      "removed_points": 18,
      "removed_fraction": 0.04534005037783375,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "eba5a69991a0d41e59da2a573e34ea6f1d6dcd7c56fab473d5653a1694a2162f",
      "keep_sha256": "5dac9bbd15790d4aaf7b3137a931a58796fa3fd766ef3d02d07c1a5d70c6377e",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.15051984786987305,
      "incremental_arm_seconds": 0.3668959140777588,
      "model_sha256": "80b2747ef364fd4b114eed1b3f84d03db1ba6fc8ea0ca4f9d02c0c46942379bf",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 394,
      "removed_points": 3,
      "removed_fraction": 0.007556675062972292,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "e81672deed7812e3bfed158a83981d2f160cf06d94ea2f277bbf02cfcc5f8b09",
      "keep_sha256": "0ff650c328b08133faec89fcb3d881efb19ee9d716d1a54eabf6b917472a622b",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.16665863990783691,
      "incremental_arm_seconds": 0.33673930168151855,
      "model_sha256": "aaafd83e1d25ea623b6946d4814fbbb560b2df3eee743bad20895cf311665cdf",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 397,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "keep_sha256": "abb3c99fa7b4b203051b55c562099be64aaa6c21188139f73740a4ea55fd3d52",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09555959701538086,
      "incremental_arm_seconds": 0.018964290618896484,
      "model_sha256": "2f3413cf4874a841d4c0d684ed4d8fd4602dd8919712625585034633aed79834",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 393,
      "removed_points": 4,
      "removed_fraction": 0.010075566750629723,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "a5b773452b978eba876871b44163bb265fb6fa76b59e841a1451744f4e93ceda",
      "keep_sha256": "33d5ad624b5612bee65758092a4662e335c5dd4108ab25ff77c503dcb6f16e59",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.10662722587585449,
      "incremental_arm_seconds": 0.31540656089782715,
      "model_sha256": "e8aab70481222e0ae0a1be19820cadd94844c4eb9fa4f0c2e87e3c354b17ec17",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 397,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "keep_sha256": "abb3c99fa7b4b203051b55c562099be64aaa6c21188139f73740a4ea55fd3d52",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09555959701538086,
      "incremental_arm_seconds": 0.01898670196533203,
      "model_sha256": "2f3413cf4874a841d4c0d684ed4d8fd4602dd8919712625585034633aed79834",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84609-osm-66347037",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 397,
      "kept_points": 397,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "8570b8402eaedae2d0d8bde7635e568e29e1439bde62aa405725f4cac60294a5",
      "source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "selected_source_indices_sha256": "d5341b0a7fbd76d3a7ad8aa2221848b7c44fcb33d13e69e74f4cd8907a7d6b0f",
      "keep_sha256": "abb3c99fa7b4b203051b55c562099be64aaa6c21188139f73740a4ea55fd3d52",
      "ground_points": 2075,
      "ground_sha256": "4c637063c29f0b43cdffe10fbaecb14ff46960fc175a0b3f0725290daa0fcaec",
      "footprint_sha256": "557134a2405433ea323b50be01707538028efee6b7cad4ce138a5dd1208309ba",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.09555959701538086,
      "incremental_arm_seconds": 0.00523066520690918,
      "model_sha256": "2f3413cf4874a841d4c0d684ed4d8fd4602dd8919712625585034633aed79834",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84609-osm-66347037/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 3,
      "total_surfaces": 14,
      "maximum_roof_z_m": 67.25,
      "minimum_roof_z_m": 65.022,
      "maximum_height_above_native_ground_m": 14.299999237060547,
      "native_ground_z_m": 52.95000076293945,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 64,
        "noded_unique_edges": 32,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 32,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "raw",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 320,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "keep_sha256": "7d57d5705ab47c7dcd9fdd150e5d0c8bd6355e8163226e050d36995c116bdfd6",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.1368732452392578,
      "incremental_arm_seconds": 0.3864867687225342,
      "model_sha256": "03f90cbe1fab98a81dec19b57868ba8ba65868f3de3f335578f8c98ade8aa12a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/raw/initial/models.json",
      "provenance": {
        "provenance": "all_original_candidate_returns"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "legacy_guarded",
      "actual_model_method": null,
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 320,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "keep_sha256": "7d57d5705ab47c7dcd9fdd150e5d0c8bd6355e8163226e050d36995c116bdfd6",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1368732452392578,
      "incremental_arm_seconds": 0.0076978206634521484,
      "model_sha256": "03f90cbe1fab98a81dec19b57868ba8ba65868f3de3f335578f8c98ade8aa12a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/legacy_guarded/initial/models.json",
      "provenance": {
        "provenance": "frozen_old_guarded_rules_extended_to_additional_building",
        "rule_extension": true,
        "new_calibration": false,
        "base_removed": 0,
        "uncertain_retained_by_base": 87,
        "strong_point_override_proposed": 0,
        "strong_point_override_protected": 0,
        "strong_point_override_accepted": 0,
        "plane_protected_points": 293,
        "observed_planes": [
          {
            "normal": [
              0.43113683374354245,
              0.010135360170301371,
              -0.9022296298968524
            ],
            "center_xyz": [
              393852.5307311518,
              138236.4967135173,
              64.10683544303797
            ],
            "seed_points": 156,
            "observed_seed_hull_xy": [
              [
                393850.5572434472,
                138233.01708888618
              ],
              [
                393849.9261702256,
                138233.01757906633
              ],
              [
                393849.1114639822,
                138237.33242057392
              ],
              [
                393849.15960260713,
                138239.12479650124
              ],
              [
                393850.0089384588,
                138239.27156463597
              ],
              [
                393853.1177125749,
                138239.47089390364
              ],
              [
                393855.44728207233,
                138239.53891989432
              ],
              [
                393855.6719089518,
                138237.8472040886
              ],
              [
                393855.9105222911,
                138234.09924454038
              ],
              [
                393855.3178743489,
                138233.41687996718
              ],
              [
                393850.5572434472,
                138233.01708888618
              ]
            ],
            "seed_hull_area_m2": 39.19947432366447,
            "protected_points": 161
          },
          {
            "normal": [
              0.45054207399297275,
              0.013004605547068004,
              0.8926604728544194
            ],
            "center_xyz": [
              393858.59254839306,
              138236.6383565822,
              64.09253731343283
            ],
            "seed_points": 134,
            "observed_seed_hull_xy": [
              [
                393857.99016050395,
                138233.36825023883
              ],
              [
                393856.72803217976,
                138233.39250756367
              ],
              [
                393855.7775449437,
                138233.41652323134
              ],
              [
                393855.6643166457,
                138238.10326903517
              ],
              [
                393855.8992817206,
                138239.69375639284
              ],
              [
                393859.89614762977,
                138239.78376808812
              ],
              [
                393861.2046239957,
                138239.24735734376
              ],
              [
                393861.49241652014,
                138238.63414442545
              ],
              [
                393861.6694262833,
                138235.81735732814
              ],
              [
                393861.72260990937,
                138234.0714582443
              ],
              [
                393860.8340959702,
                138233.637622472
              ],
              [
                393857.99016050395,
                138233.36825023883
              ]
            ],
            "seed_hull_area_m2": 36.03978528048977,
            "protected_points": 144
          }
        ],
        "fusion_cutoff": 0.9300000000000002,
        "point_override_threshold": 0.9894616007804871,
        "point_override_comparison": "strict_greater_than",
        "limitation": "Same frozen prior decisions, thresholds and protection algorithm; not an already-existing result for these16 cases."
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "linear",
      "actual_model_method": "linear",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 314,
      "removed_points": 6,
      "removed_fraction": 0.01875,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "e93a38511c8eb4198ed439abd0d2d802ec82d1e207a954cf883e810be1b2bd56",
      "keep_sha256": "901da60eada0493bd15c65f5a5a1e15be06ae965350ef25c21b561f354b04ff8",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.07979655265808105,
      "incremental_arm_seconds": 0.18278908729553223,
      "model_sha256": "ca96c2df0d287652ada730392100a4864963fb6aaabb61f6e10b6b046144c15e",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/linear/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/target_predictions.npz",
        "actual_method": "linear",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/linear_seed20261026/model.pt",
        "checkpoint_sha256": "d6001947076ea7a6c44cc416218fba5162515596d246f7dbc782699e868969c5",
        "prediction_sha256": "12942250fde239b58081d9df54ee692a3343d4cf8076fe3b2f77f71b6ef8e374",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "point",
      "actual_model_method": "point_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 319,
      "removed_points": 1,
      "removed_fraction": 0.003125,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "60129ca75aae8bb4b7b83ef4c3a80873cb21135f49201e1b35c4b64c73c1d279",
      "keep_sha256": "5da104b73977a663e4998f4fcb552c6c751f3c11b50fadd13cfeeee1ef56d3b9",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.11732006072998047,
      "incremental_arm_seconds": 0.30330467224121094,
      "model_sha256": "dbb3559d20d29b352c93a8ca95d667ea6962238c49732422d6c1227c7677de0f",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/point/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/target_predictions.npz",
        "actual_method": "point_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/point_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "76a46c542c5b806a0d80e23d5351a764b4b402d19739ec34ea983e8a86b0782d",
        "prediction_sha256": "86143e2366d4e33f9d2a6234ad4d01c82ccd70b53552bcee5784f8e275bf8301",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "fusion",
      "actual_model_method": "fusion_mlp",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 320,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "keep_sha256": "7d57d5705ab47c7dcd9fdd150e5d0c8bd6355e8163226e050d36995c116bdfd6",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1368732452392578,
      "incremental_arm_seconds": 0.004987239837646484,
      "model_sha256": "03f90cbe1fab98a81dec19b57868ba8ba65868f3de3f335578f8c98ade8aa12a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/target_predictions.npz",
        "actual_method": "fusion_mlp",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/fusion_mlp_seed20261026/model.pt",
        "checkpoint_sha256": "f525f18224514f175e428c58c6d51871071d1c0213a87317b025be9b89fd1084",
        "prediction_sha256": "5dfb3fb1bfecd8385c4180998cf5e2e33fda9602bdca889f24a662312d45b85d",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "context",
      "actual_model_method": "local_context",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 318,
      "removed_points": 2,
      "removed_fraction": 0.00625,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "fe68af87b586940ebf965efd46014eee14a583d3d3384759ff5171585c2aa6ea",
      "keep_sha256": "80127a969e25795c6804349ed2a51ee76f8add8310a63352d36616dd93a7f053",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": false,
      "native_execution_seconds": 0.09139823913574219,
      "incremental_arm_seconds": 0.21668696403503418,
      "model_sha256": "41707505db5f05b089b7ad6c93395a891bf03cec22556277858815d202655e15",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/context/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/target_predictions.npz",
        "actual_method": "local_context",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/local_context_seed20261026/model.pt",
        "checkpoint_sha256": "15d38f7580dd3c70f59e1293569f32309de0ccd0b76b5b6e7db5b362600abb7d",
        "prediction_sha256": "01af3ac2f626e977900bd9515e3fa6795a2caa53a3f884742ae4a3da42ecc10e",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "context_fusion",
      "actual_model_method": "context_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 320,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "keep_sha256": "7d57d5705ab47c7dcd9fdd150e5d0c8bd6355e8163226e050d36995c116bdfd6",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1368732452392578,
      "incremental_arm_seconds": 0.016028165817260742,
      "model_sha256": "03f90cbe1fab98a81dec19b57868ba8ba65868f3de3f335578f8c98ade8aa12a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/context_fusion/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/target_predictions.npz",
        "actual_method": "context_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/context_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "a932ad67aacdb136415d9c24ee06607a05a057e27b59dc49e2cf4dbc13596417",
        "prediction_sha256": "7ce9706a5dc0472e448d5ded52478eb5243c4f35d15f80969bb95bbdd27aca56",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    },
    {
      "id": "usbf-v1-dc-row84618-osm-66346998",
      "method": "gated",
      "actual_model_method": "gated_fusion",
      "cohort": "fresh60",
      "phase": "complete",
      "original_points": 320,
      "kept_points": 320,
      "removed_points": 0,
      "removed_fraction": 0.0,
      "original_XYZ_sha256": "c6f06996c7dbbc21e3473c1862ebf4f9ec8c6e5b8f529ccfbb3b0b69e7d5f861",
      "source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "selected_source_indices_sha256": "9c0f298f7d995b600eeb2127b01f07cac464dfc998ce6f0ff18dbf5d2a34caab",
      "keep_sha256": "7d57d5705ab47c7dcd9fdd150e5d0c8bd6355e8163226e050d36995c116bdfd6",
      "ground_points": 1951,
      "ground_sha256": "474e00c53a6edba65c9e33b801c48a00eed6da94be78d955043741421b89022f",
      "footprint_sha256": "1f10662f4a7afce4f0771facf51320a6e83ef6fe0f27e7fa88909fa311b2ad45",
      "same_mask_native_execution_reused": true,
      "native_execution_seconds": 0.1368732452392578,
      "incremental_arm_seconds": 0.0053234100341796875,
      "model_sha256": "03f90cbe1fab98a81dec19b57868ba8ba65868f3de3f335578f8c98ade8aa12a",
      "model_path": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/reconstruction24_v1/buildings/usbf-v1-dc-row84618-osm-66346998/gated/initial/models.json",
      "provenance": {
        "predictions": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/target_predictions.npz",
        "actual_method": "gated_fusion",
        "seed": 20261026,
        "checkpoint": "/lustre/isaac24/scratch/yfeng21/lod2_dl_round_20261026/runs/gated_fusion_seed20261026/model.pt",
        "checkpoint_sha256": "94580e4235311d36d664146686e607da1e7b2afb5cbf4c2ffc36a6afaeb235fa",
        "prediction_sha256": "6457e4eb7fc8c3645487313ce3bba125dc3a703b47e02abbd0792cfe5b0ed959",
        "decision_policy": "use frozen model reject array directly, with its declared missing-optical fallback"
      },
      "post_trim_points": 0,
      "raw_substituted": false,
      "new_backend_correction": false,
      "independent_target_GT": false,
      "status": "native_LoD2",
      "native_lod2": true,
      "native_execution_ok": true,
      "native_returncode": 0,
      "lod1_fallback": false,
      "has_geometry": true,
      "shell_diagnostic": true,
      "closed_solid_certified": false,
      "roof_surfaces": 2,
      "total_surfaces": 13,
      "maximum_roof_z_m": 65.606,
      "minimum_roof_z_m": 62.268,
      "maximum_height_above_native_ground_m": 12.675999694824213,
      "native_ground_z_m": 52.93000030517578,
      "boundary_edges": 0,
      "nonmanifold_edges": 0,
      "orientation_inconsistent_edges": 0,
      "topology": {
        "edge_tolerance_m": 0.001,
        "raw_ring_edges": 62,
        "noded_unique_edges": 31,
        "boundary_edges": 0,
        "nonmanifold_edges": 0,
        "orientation_inconsistent_edges": 0,
        "edges_with_two_incidences": 31,
        "all_edges_have_two_incidences": true,
        "degenerate_edges_discarded": 0
      },
      "diagnostics_are_not_accuracy": true
    }
  ],
  "original_inputs_unchanged": true,
  "spatialSummary": {
    "schema_version": 1,
    "status": "complete",
    "models": 48,
    "evaluated_fold_seed_cases": 48,
    "perMethod": {
      "point_mlp": {
        "common_optical": {
          "roof_retention": {
            "mean": 0.9923552328902567,
            "std": 0.003228781085652986,
            "min": 0.9862501263775149,
            "max": 0.996709880180711,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.48288739290113725,
            "std": 0.12668193966064298,
            "min": 0.26983337478239244,
            "max": 0.6392400356930399,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.6117439984472279,
            "std": 0.032765228090048,
            "min": 0.5646077033329155,
            "max": 0.6740628364935843,
            "count": 12
          }
        },
        "full_with_point_fallback": {
          "roof_retention": {
            "mean": 0.9923378126267642,
            "std": 0.0032709505231599,
            "min": 0.9860390905464699,
            "max": 0.996709880180711,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.48288739290113725,
            "std": 0.12668193966064298,
            "min": 0.26983337478239244,
            "max": 0.6392400356930399,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.6117157067994404,
            "std": 0.03269829622036606,
            "min": 0.5646077033329155,
            "max": 0.6740628364935843,
            "count": 12
          }
        },
        "below_calibrated_retention_target_count": 10
      },
      "fusion_mlp": {
        "common_optical": {
          "roof_retention": {
            "mean": 0.9931805355170633,
            "std": 0.0054473685854178845,
            "min": 0.9834638816362054,
            "max": 0.9997817282273906,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.8923436998817724,
            "std": 0.12309285479118239,
            "min": 0.648621625482074,
            "max": 0.9845809500124347,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8030584881648272,
            "std": 0.03855564329759654,
            "min": 0.7372067904550588,
            "max": 0.849723519116596,
            "count": 12
          }
        },
        "full_with_point_fallback": {
          "roof_retention": {
            "mean": 0.9931386446121641,
            "std": 0.005459595876572939,
            "min": 0.9834638816362054,
            "max": 0.9997826506955177,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.8923436998817724,
            "std": 0.12309285479118239,
            "min": 0.648621625482074,
            "max": 0.9845809500124347,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8028683402289202,
            "std": 0.03851625397537645,
            "min": 0.7372067904550588,
            "max": 0.849723519116596,
            "count": 12
          }
        },
        "below_calibrated_retention_target_count": 6
      },
      "context_fusion": {
        "common_optical": {
          "roof_retention": {
            "mean": 0.989698183613832,
            "std": 0.009001339667983489,
            "min": 0.9737452857557296,
            "max": 0.9987388742027017,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.9397327369481476,
            "std": 0.06935198237647242,
            "min": 0.8088844450792744,
            "max": 0.9936582939567272,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8045360941332914,
            "std": 0.03982876775637894,
            "min": 0.7365051895124689,
            "max": 0.8532383492784857,
            "count": 12
          }
        },
        "full_with_point_fallback": {
          "roof_retention": {
            "mean": 0.9896789154745628,
            "std": 0.009007828088937447,
            "min": 0.9737452857557296,
            "max": 0.9987200540958269,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.9397327369481476,
            "std": 0.06935198237647242,
            "min": 0.8088844450792744,
            "max": 0.9936582939567272,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8043232952743447,
            "std": 0.03976949142607353,
            "min": 0.7365051895124689,
            "max": 0.8532383492784857,
            "count": 12
          }
        },
        "below_calibrated_retention_target_count": 6
      },
      "gated_fusion": {
        "common_optical": {
          "roof_retention": {
            "mean": 0.990259145181469,
            "std": 0.00870216135051526,
            "min": 0.9760661444734552,
            "max": 0.9991269129095627,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.9407612050974655,
            "std": 0.06816987554459975,
            "min": 0.7824596486216255,
            "max": 0.9937826411340462,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8048032641405043,
            "std": 0.03364304265845988,
            "min": 0.7513863646442815,
            "max": 0.8459595406666119,
            "count": 12
          }
        },
        "full_with_point_fallback": {
          "roof_retention": {
            "mean": 0.9902302084313656,
            "std": 0.00870554714095018,
            "min": 0.9760661444734552,
            "max": 0.9991064528593508,
            "count": 12
          },
          "tree8_rejection": {
            "mean": 0.9407612050974655,
            "std": 0.06816987554459975,
            "min": 0.7824596486216255,
            "max": 0.9937826411340462,
            "count": 12
          },
          "mean_iou": {
            "mean": 0.8045913711771201,
            "std": 0.03359503331750766,
            "min": 0.7513863646442815,
            "max": 0.8459595406666119,
            "count": 12
          }
        },
        "below_calibrated_retention_target_count": 6
      }
    },
    "perFold": [
      {
        "fold": 0,
        "training_rows": 200000,
        "calibration_rows": 51521,
        "calibration_roof_records": 9496,
        "evaluation_rows": 51778,
        "minimum_xy_gaps_m": {
          "train_calibration": 5.021205035135687,
          "train_evaluation": 5.020089641118366,
          "calibration_evaluation": 5.000359987036016
        },
        "methods": {
          "point_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9873622485087453,
                "std": 0.0008697123917746506,
                "min": 0.9862501263775149,
                "max": 0.9883732686280458,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.5790572273438859,
                "std": 0.01156515814442776,
                "min": 0.570534005914072,
                "max": 0.5954078970255696,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.5912342316779067,
                "std": 0.014647768222017807,
                "min": 0.5705297558549037,
                "max": 0.6021602129989111,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9872689801888046,
                "std": 0.0009436956233598322,
                "min": 0.9860390905464699,
                "max": 0.9883326685281213,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.5790572273438859,
                "std": 0.01156515814442776,
                "min": 0.570534005914072,
                "max": 0.5954078970255696,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.5913422574266415,
                "std": 0.014652190728499076,
                "min": 0.5706319963937262,
                "max": 0.6022837800285277,
                "count": 3
              }
            }
          },
          "fusion_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9923162470933171,
                "std": 0.0033905621529082366,
                "min": 0.9875644525326054,
                "max": 0.9952482054392883,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9301907578129529,
                "std": 0.014874835746447827,
                "min": 0.9168551052356931,
                "max": 0.9509479909549486,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8201195885528026,
                "std": 0.007055686220195981,
                "min": 0.8101437976932481,
                "max": 0.8252992119190279,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9921552984975403,
                "std": 0.0034374351205411348,
                "min": 0.987335460710012,
                "max": 0.9951136816912645,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9301907578129529,
                "std": 0.014874835746447827,
                "min": 0.9168551052356931,
                "max": 0.9509479909549486,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8197978872719869,
                "std": 0.007055495791878561,
                "min": 0.8098242960814699,
                "max": 0.8250408866477686,
                "count": 3
              }
            }
          },
          "context_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9861827250362282,
                "std": 0.0007398813197216509,
                "min": 0.9851380042462845,
                "max": 0.9867556364371651,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9705456021337043,
                "std": 0.0071779569158388215,
                "min": 0.9615585319185945,
                "max": 0.9791268046616803,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8240026858875904,
                "std": 0.0017346479923269857,
                "min": 0.8217004722017558,
                "max": 0.8258875260570596,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9861055710676773,
                "std": 0.0006924832687142268,
                "min": 0.9851416035101715,
                "max": 0.9867371360191464,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9705456021337043,
                "std": 0.0071779569158388215,
                "min": 0.9615585319185945,
                "max": 0.9791268046616803,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8235957987661447,
                "std": 0.0017588628216863899,
                "min": 0.8212757806633425,
                "max": 0.8255326827368658,
                "count": 3
              }
            }
          },
          "gated_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9890135813702692,
                "std": 0.0007670142335956049,
                "min": 0.9879688605803255,
                "max": 0.9897886967950662,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9653852843972865,
                "std": 0.007019784748309498,
                "min": 0.9559923464950426,
                "max": 0.9728648460601844,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8220504656863423,
                "std": 0.00312418616839033,
                "min": 0.8176338662235837,
                "max": 0.824363863996743,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9888977529583832,
                "std": 0.0007388017142299358,
                "min": 0.9879337854008775,
                "max": 0.9897287594734743,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9653852843972865,
                "std": 0.007019784748309498,
                "min": 0.9559923464950426,
                "max": 0.9728648460601844,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8216386515689802,
                "std": 0.003130325324809002,
                "min": 0.8172153174066414,
                "max": 0.8240052093371698,
                "count": 3
              }
            }
          }
        }
      },
      {
        "fold": 1,
        "training_rows": 200000,
        "calibration_rows": 125944,
        "calibration_roof_records": 27416,
        "evaluation_rows": 126090,
        "minimum_xy_gaps_m": {
          "train_calibration": 5.357284760043703,
          "train_evaluation": 5.010249494562041,
          "calibration_evaluation": 5.000039999840076
        },
        "methods": {
          "point_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9925140866134731,
                "std": 0.0013120735599536958,
                "min": 0.990662818616157,
                "max": 0.9935488564984357,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.46326715231157456,
                "std": 0.06901360959585594,
                "min": 0.3923010998428796,
                "max": 0.556777603199543,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.6382985862898441,
                "std": 0.017160447194592223,
                "min": 0.6190132517219675,
                "max": 0.6606997144853258,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9925376738794435,
                "std": 0.001317886751317797,
                "min": 0.9906781298299846,
                "max": 0.9935761205564142,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.46326715231157456,
                "std": 0.06901360959585594,
                "min": 0.3923010998428796,
                "max": 0.556777603199543,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.6380773939499593,
                "std": 0.017115668233111406,
                "min": 0.6188365379513819,
                "max": 0.6604163613280609,
                "count": 3
              }
            }
          },
          "fusion_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9996604661314965,
                "std": 9.901008669360213e-05,
                "min": 0.9995392040356026,
                "max": 0.9997817282273906,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.6847831262200638,
                "std": 0.035467560064112814,
                "min": 0.648621625482074,
                "max": 0.7329667190401371,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8044541414454563,
                "std": 0.0011531598171699688,
                "min": 0.8031953945528792,
                "max": 0.8059814756599435,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9996538511076764,
                "std": 0.00010860008986370774,
                "min": 0.9995170015455951,
                "max": 0.9997826506955177,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.6847831262200638,
                "std": 0.035467560064112814,
                "min": 0.648621625482074,
                "max": 0.7329667190401371,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.804015250982645,
                "std": 0.0011135382658332559,
                "min": 0.8027739795098202,
                "max": 0.8054751632243141,
                "count": 3
              }
            }
          },
          "context_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9980759747451474,
                "std": 0.0005445854790450818,
                "min": 0.997404991147867,
                "max": 0.9987388742027017,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.8211684045136409,
                "std": 0.01274746196039875,
                "min": 0.8088844450792744,
                "max": 0.8387373232395372,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8080041815370316,
                "std": 0.0021433505678304355,
                "min": 0.8055644515187321,
                "max": 0.8107818384332076,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9980760561566203,
                "std": 0.0005325165961018904,
                "min": 0.9974159582689336,
                "max": 0.9987200540958269,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.8211684045136409,
                "std": 0.01274746196039875,
                "min": 0.8088844450792744,
                "max": 0.8387373232395372,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8075598732226901,
                "std": 0.0020922627916104856,
                "min": 0.8051724279473068,
                "max": 0.8102673409434535,
                "count": 3
              }
            }
          },
          "gated_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9980759747451474,
                "std": 0.0007641971106053447,
                "min": 0.9973322338903305,
                "max": 0.9991269129095627,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.828119792410608,
                "std": 0.03566918358232792,
                "min": 0.7824596486216255,
                "max": 0.869518640194258,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8031143656353891,
                "std": 0.004011860597854189,
                "min": 0.7986635670562886,
                "max": 0.8083869492303483,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9980760561566203,
                "std": 0.0007499016575113381,
                "min": 0.9973435085007728,
                "max": 0.9991064528593508,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.828119792410608,
                "std": 0.03566918358232792,
                "min": 0.7824596486216255,
                "max": 0.869518640194258,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8026786078992146,
                "std": 0.0039620581771037415,
                "min": 0.7982598326949569,
                "max": 0.8078717308731233,
                "count": 3
              }
            }
          }
        }
      },
      {
        "fold": 2,
        "training_rows": 200000,
        "calibration_rows": 130471,
        "calibration_roof_records": 15400,
        "evaluation_rows": 130441,
        "minimum_xy_gaps_m": {
          "train_calibration": 5.029562605720383,
          "train_evaluation": 5.011686342887095,
          "calibration_evaluation": 5.005756686067281
        },
        "methods": {
          "point_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9950566358934066,
                "std": 0.00142905890039396,
                "min": 0.993223335297584,
                "max": 0.996709880180711,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.59021167955582,
                "std": 0.0620704373062302,
                "min": 0.5026397977394408,
                "max": 0.6392400356930399,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.57828675097569,
                "std": 0.010504374227289502,
                "min": 0.5646077033329155,
                "max": 0.5901437999390616,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9950566358934066,
                "std": 0.00142905890039396,
                "min": 0.993223335297584,
                "max": 0.996709880180711,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.59021167955582,
                "std": 0.0620704373062302,
                "min": 0.5026397977394408,
                "max": 0.6392400356930399,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.57828675097569,
                "std": 0.010504374227289502,
                "min": 0.5646077033329155,
                "max": 0.5901437999390616,
                "count": 3
              }
            }
          },
          "fusion_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9951057421593662,
                "std": 0.001229510375054952,
                "min": 0.9933706540954625,
                "max": 0.9960714987232371,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9704417013682333,
                "std": 0.011013682864793898,
                "min": 0.9552349791790601,
                "max": 0.9809637120761452,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.741999693322921,
                "std": 0.005514072251005298,
                "min": 0.7372067904550588,
                "max": 0.7497232969752882,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9951057421593662,
                "std": 0.001229510375054952,
                "min": 0.9933706540954625,
                "max": 0.9960714987232371,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9704417013682333,
                "std": 0.011013682864793898,
                "min": 0.9552349791790601,
                "max": 0.9809637120761452,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.741999693322921,
                "std": 0.005514072251005298,
                "min": 0.7372067904550588,
                "max": 0.7497232969752882,
                "count": 3
              }
            }
          },
          "context_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9978393242977804,
                "std": 0.00075118142510204,
                "min": 0.9968080927126302,
                "max": 0.9985759182871734,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9754238548483046,
                "std": 0.005614669125233409,
                "min": 0.9693634741225461,
                "max": 0.9828970850684117,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.7399731689150265,
                "std": 0.004471886161541944,
                "min": 0.7365051895124689,
                "max": 0.7462871682134855,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9978393242977804,
                "std": 0.00075118142510204,
                "min": 0.9968080927126302,
                "max": 0.9985759182871734,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9754238548483046,
                "std": 0.005614669125233409,
                "min": 0.9693634741225461,
                "max": 0.9828970850684117,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.7399731689150265,
                "std": 0.004471886161541944,
                "min": 0.7365051895124689,
                "max": 0.7462871682134855,
                "count": 3
              }
            }
          },
          "gated_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9973973679041445,
                "std": 0.0002503938083673515,
                "min": 0.9971518365743469,
                "max": 0.9977411117658613,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9786585365853658,
                "std": 0.004388634646462347,
                "min": 0.9733789411064843,
                "max": 0.9841240333135038,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.7519367969460604,
                "std": 0.0004559072936690366,
                "min": 0.7513863646442815,
                "max": 0.7525027800164915,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9973973679041445,
                "std": 0.0002503938083673515,
                "min": 0.9971518365743469,
                "max": 0.9977411117658613,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9786585365853658,
                "std": 0.004388634646462347,
                "min": 0.9733789411064843,
                "max": 0.9841240333135038,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.7519367969460604,
                "std": 0.0004559072936690366,
                "min": 0.7513863646442815,
                "max": 0.7525027800164915,
                "count": 3
              }
            }
          }
        }
      },
      {
        "fold": 3,
        "training_rows": 200000,
        "calibration_rows": 49787,
        "calibration_roof_records": 11748,
        "evaluation_rows": 50232,
        "minimum_xy_gaps_m": {
          "train_calibration": 5.00783386306052,
          "train_evaluation": 5.0152766623303755,
          "calibration_evaluation": 5.010638681621631
        },
        "methods": {
          "point_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9944879605454018,
                "std": 0.0006154106015548486,
                "min": 0.9936176385262547,
                "max": 0.9949231215549753,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.2990135123932687,
                "std": 0.02195877110617075,
                "min": 0.26983337478239244,
                "max": 0.3228052723203183,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.6391564248454707,
                "std": 0.026042955854245944,
                "min": 0.6115292255169618,
                "max": 0.6740628364935843,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9944879605454018,
                "std": 0.0006154106015548486,
                "min": 0.9936176385262547,
                "max": 0.9949231215549753,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.2990135123932687,
                "std": 0.02195877110617075,
                "min": 0.26983337478239244,
                "max": 0.3228052723203183,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.6391564248454707,
                "std": 0.026042955854245944,
                "min": 0.6115292255169618,
                "max": 0.6740628364935843,
                "count": 3
              }
            }
          },
          "fusion_mlp": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9856396866840731,
                "std": 0.0015396657313693927,
                "min": 0.9834638816362054,
                "max": 0.9868001160429359,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9839592141258393,
                "std": 0.0006340486836101279,
                "min": 0.9830887838846059,
                "max": 0.9845809500124347,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8456605293381282,
                "std": 0.005337949772052696,
                "min": 0.8381190755381142,
                "max": 0.849723519116596,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9856396866840731,
                "std": 0.0015396657313693927,
                "min": 0.9834638816362054,
                "max": 0.9868001160429359,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9839592141258393,
                "std": 0.0006340486836101279,
                "min": 0.9830887838846059,
                "max": 0.9845809500124347,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8456605293381282,
                "std": 0.005337949772052696,
                "min": 0.8381190755381142,
                "max": 0.849723519116596,
                "count": 3
              }
            }
          },
          "context_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9766947103761726,
                "std": 0.0021849189687061284,
                "min": 0.9737452857557296,
                "max": 0.9789672178706121,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9917930862969411,
                "std": 0.0014747945680723888,
                "min": 0.990052225814474,
                "max": 0.9936582939567272,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8461643401935168,
                "std": 0.00504620998890549,
                "min": 0.8418117686841149,
                "max": 0.8532383492784857,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9766947103761726,
                "std": 0.0021849189687061284,
                "min": 0.9737452857557296,
                "max": 0.9789672178706121,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9917930862969411,
                "std": 0.0014747945680723888,
                "min": 0.990052225814474,
                "max": 0.9936582939567272,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8461643401935168,
                "std": 0.00504620998890549,
                "min": 0.8418117686841149,
                "max": 0.8532383492784857,
                "count": 3
              }
            }
          },
          "gated_fusion": {
            "common_optical": {
              "roof_retention": {
                "mean": 0.9765496567063147,
                "std": 0.0003418947786415825,
                "min": 0.9760661444734552,
                "max": 0.9767914128227444,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9908812069966011,
                "std": 0.0022459118269326232,
                "min": 0.9883113653320069,
                "max": 0.9937826411340462,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8421114282942255,
                "std": 0.0037779697826284806,
                "min": 0.8369774489166154,
                "max": 0.8459595406666119,
                "count": 3
              }
            },
            "full_with_point_fallback": {
              "roof_retention": {
                "mean": 0.9765496567063147,
                "std": 0.0003418947786415825,
                "min": 0.9760661444734552,
                "max": 0.9767914128227444,
                "count": 3
              },
              "tree8_rejection": {
                "mean": 0.9908812069966011,
                "std": 0.0022459118269326232,
                "min": 0.9883113653320069,
                "max": 0.9937826411340462,
                "count": 3
              },
              "mean_iou": {
                "mean": 0.8421114282942255,
                "std": 0.0037779697826284806,
                "min": 0.8369774489166154,
                "max": 0.8459595406666119,
                "count": 3
              }
            }
          }
        }
      }
    ],
    "pairedGateMinusContext": {
      "common_optical": {
        "roof_retention": {
          "mean_delta": 0.0005609615676368344,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": 0.0012132241431603852
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": 0.004650692548781699
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": 0.0026286523101809456
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": 0.0003880387068609936
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -7.275725753641549e-05
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": -0.00031528144932457813
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.0009330190532311766
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": -0.0008348065213121814
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": -0.001424081712826486
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -0.0013054830287205776
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": -0.0021758050478677404
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": 0.003046127067014792
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        },
        "tree8_rejection": {
          "mean_delta": 0.0010284681493176555,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": -0.0062619586014959205
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": -0.003652809184205852
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": -0.005566185423551917
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": -0.026424796457648836
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -0.006356234823596596
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": 0.05363519497214686
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.004015466983938176
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": 0.0012269482450921743
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": 0.004461629982153492
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -0.0017408604824671325
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": -0.0011191245958716012
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": 0.00012434717731901745
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        },
        "mean_iou": {
          "mean_delta": 0.0002671700072130097,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": -0.00026639256525551325
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": -0.0015236620603166218
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": -0.0040666059781721
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": -0.0032718708992014456
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -0.0023948892028593516
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": -0.009002687602866377
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.005099196430796038
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": 0.015375630997366385
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": 0.01541605666493917
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -4.5607318500784366e-05
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": 0.0041477719824970505
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": -0.016260900361870334
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        }
      },
      "full_with_point_fallback": {
        "roof_retention": {
          "mean_delta": 0.00055129295680309,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": 0.0011966493817311408
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": 0.004587155963302725
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": 0.002592740327084231
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": 0.0003863987635239763
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -7.244976816078719e-05
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": -0.0003139489953631891
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.0009330190532311766
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": -0.0008348065213121814
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": -0.001424081712826486
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -0.0013054830287205776
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": -0.0021758050478677404
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": 0.003046127067014792
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        },
        "tree8_rejection": {
          "mean_delta": 0.0010284681493176555,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": -0.0062619586014959205
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": -0.003652809184205852
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": -0.005566185423551917
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": -0.026424796457648836
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -0.006356234823596596
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": 0.05363519497214686
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.004015466983938176
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": 0.0012269482450921743
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": 0.004461629982153492
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -0.0017408604824671325
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": -0.0011191245958716012
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": 0.00012434717731901745
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        },
        "mean_iou": {
          "mean_delta": 0.00026807590277562004,
          "paired_values": [
            {
              "fold": 0,
              "seed": 20261026,
              "delta": -0.00028350493509654573
            },
            {
              "fold": 0,
              "seed": 20261027,
              "delta": -0.0015274733996959444
            },
            {
              "fold": 0,
              "seed": 20261028,
              "delta": -0.0040604632567010635
            },
            {
              "fold": 1,
              "seed": 20261026,
              "delta": -0.003268167817743306
            },
            {
              "fold": 1,
              "seed": 20261027,
              "delta": -0.0023956100703302896
            },
            {
              "fold": 1,
              "seed": 20261028,
              "delta": -0.008980018082352936
            },
            {
              "fold": 2,
              "seed": 20261026,
              "delta": 0.005099196430796038
            },
            {
              "fold": 2,
              "seed": 20261027,
              "delta": 0.015375630997366385
            },
            {
              "fold": 2,
              "seed": 20261028,
              "delta": 0.01541605666493917
            },
            {
              "fold": 3,
              "seed": 20261026,
              "delta": -4.5607318500784366e-05
            },
            {
              "fold": 3,
              "seed": 20261027,
              "delta": 0.0041477719824970505
            },
            {
              "fold": 3,
              "seed": 20261028,
              "delta": -0.016260900361870334
            }
          ],
          "inference_limit": "Correlated seeds/folds are descriptive repeats, not independent geographic samples."
        }
      }
    },
    "source_test_opened": false,
    "target_opened": false,
    "all_models_frozen_utc": "2026-10-26T06:19:59.987862+00:00",
    "evaluation_started_utc": "2026-10-26T06:20:00.007337+00:00",
    "CI_limit": "Pointwise binomial intervals ignore spatially correlated roof/tree returns; four folds of one scene are not four independent cities.",
    "legacy_geometry_context": "Old geometric descriptors use fullscene unlabeled XYZ; new learned neighborhoods and normalization are fold-local.",
    "historical_scene_reuse": "A new spatial split of a previously used scene, not newly acquired blind validation data.",
    "summary_sha256": "4a62c7200fdddc890a0e1c88f8be91e6ec44c9c5fb5f8372da5b425ff5b4f6f0"
  },
  "spatialFinding": "独立评价区的最低屋顶保留率为 97.37%。校准区达到99.5%不能保证换区后仍然满足；需要把跨区风险作为下一轮重点。"
}