{ "created_utc": "2026-10-21T08:52:20.417163+00:00", "status": "read_only_domain_support_diagnostic_complete", "fixed_building_denominator": 20, "per_building_candidate_records": 98227, "unique_candidate_source_records": 91612, "per_building_buffer_overlaps_duplicate_physical_returns": true, "real_candidate_rule": "all source classes except 2/7/9, actual z minus median8NN observed class2 ground in [2,100]m; no teacher roof labeling or Z correction", "candidate_buffer_m": 5, "geometric_region_definitions": { "inside_exact_footprint": "Original immutable teacher roof-projection polygon covers XY, including its exact boundary; no XY shift/tolerance used.", "outside_exact_within_5m_buffer": "Outside original exact polygon but covered by its original Shapely buffer(5), no fitting or correction.", "outside_5m_buffer": "Outside that 5m polygon buffer; expected zero from frozen preparation.", "outside_own_inside_another_selected20_prior": "Outside own polygon and within another of the fixed20 source-train teacher roof-projection polygons. Lower bound: unselected neighboring buildings are not tested." }, "real_regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 2691, "kept": 2364, "removed": 327 }, "6": { "candidate_records": 37199, "kept": 33707, "removed": 3492 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 16390, "kept": 13737, "removed": 2653 }, "6": { "candidate_records": 41947, "kept": 38710, "removed": 3237 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 186, "kept": 186, "removed": 0 }, "6": { "candidate_records": 5320, "kept": 4582, "removed": 738 } } }, "synthetic_native_xy": { "generator_sha256": "2a3b25c889c78fc6cbd35ade61517eb77acdf2ce9c8b8f2e126938b2281bf5ae", "scope": "Replay only the same20 frozen Leiden source-train teachers, all12 frozen cases and case-index variants. Main calibration/validation/test arrays, labels, catalogs and geometry were not opened.", "actual_counts": { "native_observation_records": 105600, "inside_exact_footprint": 105600, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "per_case": { "clean": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "sparse": { "native_observation_records": 2560, "inside_exact_footprint": 2560, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "very_sparse": { "native_observation_records": 640, "inside_exact_footprint": 640, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "noise": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "hole": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "scattered_tree": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "dense_canopy": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "flat_canopy": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "low_canopy": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "tree_multiple": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "tilted_canopy": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 }, "occlusion_heavy": { "native_observation_records": 10240, "inside_exact_footprint": 10240, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0 } }, "code_evidence": "prepare_data.samples draws barycentric XY on teacher roof triangles. observed obtains both roof and synthetic contaminants from samples; contamination/noise changes Z only; native observed XYZ is returned at tuple index5. No 5m neighboring-building pool is admitted.", "native_vs_augmentation": "train.strong_view separately adds 0.02m XY standard-deviation feature noise for configurations that call it. This does not modify stored native observed XYZ and does not provide a 5m neighbor-building support pool.", "returned_synthetic_label_arrays_inspected": false, "is_new_training_or_evaluation": false }, "interpretation_boundaries": [ "This establishes an input-support domain risk, not a single-factor causal explanation of score/mask differences.", "Official AHN5 class6 is roof production classification, not independent human local GT; class1 is heterogeneous other, not tree GT.", "The previous6729 class6 removed records include outside-own-footprint context; they cannot all be called removals of this building roof.", "Even inside-own class6 disagreement is a diagnostic, not a verified local error rate; polygons and teacher share AHN upstream.", "Neighbor overlap is measured only against the other19 fixed selected source-train priors; it is a lower bound and not an independently surveyed neighbor label.", "Other possible domain differences remain: real density/noise/occlusion, observed scalar ground versus teacher ground, variable building-buffer context, and three512-point partition means versus main controlled single512 input.", "No local threshold tuning, model selection, GPU forward, XYZ correction, data modification or main val/test access occurred." ], "per_building": [ { "id": "NL.IMBAG.Pand.0546100000003629", "role": "selected_source_train_qualitative_only", "real_observed": { "candidate_records": 6936, "exact_boundary_records": 0, "inside_original_matches_frozen_strict_predicate": true, "regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 281, "kept": 277, "removed": 4 }, "6": { "candidate_records": 2031, "kept": 1977, "removed": 54 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 432, "kept": 428, "removed": 4 }, "6": { "candidate_records": 4192, "kept": 4058, "removed": 134 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } } }, "other_selected20_prior_hits": [], "other_prior_test_is_lower_bound_not_all_nearby_buildings": true }, "synthetic_native_train_only_replay": [ { "case": "clean", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "sparse", "native_observation_records": 128, "inside_exact_footprint": 128, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "very_sparse", "native_observation_records": 32, "inside_exact_footprint": 32, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "noise", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "hole", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "scattered_tree", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "dense_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "flat_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "low_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tree_multiple", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tilted_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "occlusion_heavy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 } ] }, { "id": "NL.IMBAG.Pand.0546100000005073", "role": "selected_source_train_qualitative_only", "real_observed": { "candidate_records": 2667, "exact_boundary_records": 0, "inside_original_matches_frozen_strict_predicate": true, "regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 31, "kept": 31, "removed": 0 }, "6": { "candidate_records": 773, "kept": 773, "removed": 0 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 232, "kept": 232, "removed": 0 }, "6": { "candidate_records": 1631, "kept": 1631, "removed": 0 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } } }, "other_selected20_prior_hits": [], "other_prior_test_is_lower_bound_not_all_nearby_buildings": true }, "synthetic_native_train_only_replay": [ { "case": "clean", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "sparse", "native_observation_records": 128, "inside_exact_footprint": 128, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "very_sparse", "native_observation_records": 32, "inside_exact_footprint": 32, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "noise", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "hole", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "scattered_tree", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "dense_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "flat_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "low_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tree_multiple", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tilted_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "occlusion_heavy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 } ] }, { "id": "NL.IMBAG.Pand.0546100000004149", "role": "selected_source_train_qualitative_only", "real_observed": { "candidate_records": 2935, "exact_boundary_records": 0, "inside_original_matches_frozen_strict_predicate": true, "regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 30, "kept": 30, "removed": 0 }, "6": { "candidate_records": 874, "kept": 472, "removed": 402 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 243, "kept": 242, "removed": 1 }, "6": { "candidate_records": 1788, "kept": 1067, "removed": 721 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } } }, "other_selected20_prior_hits": [], "other_prior_test_is_lower_bound_not_all_nearby_buildings": true }, "synthetic_native_train_only_replay": [ { "case": "clean", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "sparse", "native_observation_records": 128, "inside_exact_footprint": 128, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "very_sparse", "native_observation_records": 32, "inside_exact_footprint": 32, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "noise", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "hole", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "scattered_tree", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "dense_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "flat_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "low_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tree_multiple", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tilted_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "occlusion_heavy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 } ] }, { "id": "NL.IMBAG.Pand.0546100000003619", "role": "selected_source_train_qualitative_only", "real_observed": { "candidate_records": 6144, "exact_boundary_records": 0, "inside_original_matches_frozen_strict_predicate": true, "regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 124, "kept": 121, "removed": 3 }, "6": { "candidate_records": 2048, "kept": 1946, "removed": 102 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 201, "kept": 201, "removed": 0 }, "6": { "candidate_records": 3771, "kept": 3681, "removed": 90 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } } }, "other_selected20_prior_hits": [], "other_prior_test_is_lower_bound_not_all_nearby_buildings": true }, "synthetic_native_train_only_replay": [ { "case": "clean", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "sparse", "native_observation_records": 128, "inside_exact_footprint": 128, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "very_sparse", "native_observation_records": 32, "inside_exact_footprint": 32, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "noise", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "hole", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "scattered_tree", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "dense_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "flat_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "low_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tree_multiple", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "tilted_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "occlusion_heavy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 } ] }, { "id": "NL.IMBAG.Pand.0546100000000956", "role": "selected_source_train_qualitative_only", "real_observed": { "candidate_records": 18394, "exact_boundary_records": 0, "inside_original_matches_frozen_strict_predicate": true, "regions_class_by_keep_removed": { "inside_exact_footprint": { "1": { "candidate_records": 672, "kept": 536, "removed": 136 }, "6": { "candidate_records": 12083, "kept": 10184, "removed": 1899 } }, "outside_exact_within_5m_buffer": { "1": { "candidate_records": 4888, "kept": 4727, "removed": 161 }, "6": { "candidate_records": 751, "kept": 659, "removed": 92 } }, "outside_5m_buffer": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } }, "outside_own_inside_another_selected20_prior": { "1": { "candidate_records": 0, "kept": 0, "removed": 0 }, "6": { "candidate_records": 0, "kept": 0, "removed": 0 } } }, "other_selected20_prior_hits": [], "other_prior_test_is_lower_bound_not_all_nearby_buildings": true }, "synthetic_native_train_only_replay": [ { "case": "clean", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "sparse", "native_observation_records": 128, "inside_exact_footprint": 128, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "very_sparse", "native_observation_records": 32, "inside_exact_footprint": 32, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "noise", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "hole", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "scattered_tree", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "dense_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "flat_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, "outside_exact_footprint": 0, "outside_farther_than_1mm": 0, "max_outside_distance_m": 0.0 }, { "case": "low_canopy", "native_observation_records": 512, "inside_exact_footprint": 512, 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