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geointel/artifacts/evidence/accuracy/model-training/20260809-reviewedexp6-ai-assisted-review-ledger.json
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highlight audited YOLO label relationships
2026-08-09 19:12:04 +02:00

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{
"schema_version": 1,
"ledger_id": "reviewedexp6-ai-assisted-review-r2-full-corpus",
"reviewed_at": "2026-08-09T19:10:57+02:00",
"reviewer": {
"id": "openai-codex",
"type": "ai_assistant",
"human": false
},
"status": "complete_ai_assisted_experimental_only",
"explicit_limitations": [
"This ledger is not human review and must never satisfy a human-review release gate.",
"Decisions cover all 252 rendered tiles, but visual review still does not adjudicate every individual label as human ground truth.",
"Visible roof geometry can be displaced from authoritative GRB ground-level footprints.",
"Accepted samples are eligible only for experimental training and non-protected validation."
],
"artifacts": {
"review_summary_path": "/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/operator_yolo_label_qa_summary.json",
"review_summary_sha256": "467e5c3c489c42e42872a63fbb0bba7c613824631598d86ea6324b22c007f75a",
"contact_sheets": [
{"path":"/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/contact_sheet_001.png","sha256":"688b97a6e82e6b906b7966ed3e2b43685786e89d50549188bfdcc3837d042eb2","tile_count":64},
{"path":"/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/contact_sheet_002.png","sha256":"87f1945df3324dc100e08febd3e45f291a2d709ddebd9c627b082f30fd8f2d26","tile_count":64},
{"path":"/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/contact_sheet_003.png","sha256":"1873ab25b8ee843abe28d00329fe28998a7b39f9fdbcd8f8acfb58cc576cdf10","tile_count":64},
{"path":"/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/contact_sheet_004.png","sha256":"e64c252aac08792a76a62fe734728e7c81ba6a649ad2a1cd2051b4df1f95be98","tile_count":60}
],
"rendered_tile_count": 252,
"rendered_label_count": 79192,
"selected_sample_count": 28
},
"visual_criteria": [
"labels overlap visible building structures at the scale shown",
"no systematic axis swap or whole-tile displacement is visible",
"pure-background samples contain no clearly visible buildings",
"sparse contexts are not treated as pure background",
"dense roof-versus-ground-footprint disagreement is retained as an explicit limitation"
],
"decisions": [
{"sample_slug":"arendonk_center","sampled_tiles":9,"sampled_labels":4172,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"balen","sampled_tiles":9,"sampled_labels":2658,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"beerse_center","sampled_tiles":9,"sampled_labels":4303,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"dessel_center","sampled_tiles":9,"sampled_labels":3405,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"dessel_heide","sampled_tiles":9,"sampled_labels":192,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"geel","sampled_tiles":9,"sampled_labels":4615,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"geel_bel","sampled_tiles":9,"sampled_labels":168,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"grobbendonk_center","sampled_tiles":9,"sampled_labels":2793,"split":"val","category":"reference_aoi","decision":"non_protected_validation_only"},
{"sample_slug":"herentals","sampled_tiles":9,"sampled_labels":5087,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"herenthout_bos","sampled_tiles":9,"sampled_labels":520,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"hoogstraten_center","sampled_tiles":9,"sampled_labels":3761,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"hulshout_center","sampled_tiles":9,"sampled_labels":3606,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"kasterlee_bos","sampled_tiles":9,"sampled_labels":137,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"kasterlee_center","sampled_tiles":9,"sampled_labels":4022,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"laakdal_center","sampled_tiles":9,"sampled_labels":287,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible_with_dense_alignment_limitation"},
{"sample_slug":"lille_center","sampled_tiles":9,"sampled_labels":3949,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"lommel_heide","sampled_tiles":9,"sampled_labels":0,"split":"train","category":"pure_empty_negative","decision":"experimental_training_eligible"},
{"sample_slug":"meerhout_bos","sampled_tiles":9,"sampled_labels":206,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"meerhout_center","sampled_tiles":9,"sampled_labels":4002,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"mol","sampled_tiles":9,"sampled_labels":3666,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"nijlen_center","sampled_tiles":9,"sampled_labels":4900,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"olen_center","sampled_tiles":9,"sampled_labels":3955,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"oud_turnhout_center","sampled_tiles":9,"sampled_labels":5492,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible_with_dense_alignment_limitation"},
{"sample_slug":"postel_bos","sampled_tiles":9,"sampled_labels":0,"split":"train","category":"pure_empty_negative","decision":"experimental_training_eligible"},
{"sample_slug":"ravels_bos","sampled_tiles":9,"sampled_labels":55,"split":"train","category":"sparse_building_context","decision":"experimental_training_eligible"},
{"sample_slug":"rijkevorsel_center","sampled_tiles":9,"sampled_labels":4231,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"vorselaar_center","sampled_tiles":9,"sampled_labels":3858,"split":"train","category":"reference_aoi","decision":"experimental_training_eligible"},
{"sample_slug":"vosselaar_center","sampled_tiles":9,"sampled_labels":5152,"split":"val","category":"reference_aoi","decision":"non_protected_validation_only"}
],
"accounting": {
"accepted_experimental_training_samples": 26,
"non_protected_validation_samples": 2,
"rejected_samples": 0,
"pure_empty_negative_samples": 2,
"sparse_context_samples": 6,
"human_review_complete": false,
"production_release_eligible": false
},
"nested_box_audit": {
"audit_path": "/app/storage/operator-data/model-review/reviewedexp6-corpus/full-ai-review-r1/label_relationship_audit.json",
"audit_sha256": "2a219f650376e77a927c1ca37f801ac9fe8c2b8406cab6cd149be07e0557af73",
"focused_contact_sheet_path": "/app/storage/operator-data/model-review/reviewedexp6-corpus/nested-pairs-review-r1/contact_sheet_001.png",
"focused_contact_sheet_sha256": "7c27fc66bb1978296efc53d3e9f78ae6aa27816d5893c77f44d8803e57a40ee5",
"relationship_highlight_summary_path": "/app/storage/operator-data/model-review/reviewedexp6-corpus/nested-pairs-review-r2/operator_yolo_label_qa_summary.json",
"relationship_highlight_summary_sha256": "e4e6edc5c7223334c4feca9e242ac6d3c345b633a476aa9356b44133dcffe619",
"relationship_highlight_contact_sheet_path": "/app/storage/operator-data/model-review/reviewedexp6-corpus/nested-pairs-review-r2/contact_sheet_001.png",
"relationship_highlight_contact_sheet_sha256": "2a6bdd542b8ac49bcd5ac4d9c84999982461463ddd3c2fe0dc7332ceeb7a5e60",
"exact_duplicate_pairs": 0,
"near_duplicate_pairs_iou_at_least_0_90": 0,
"possible_nested_pairs_containment_at_least_0_98": 43,
"flagged_tile_count": 36,
"highlighted_unique_label_rows": 86,
"highlight_legend": {
"exact_duplicate": "cyan",
"near_duplicate": "red",
"possible_nested": "magenta",
"unflagged": "yellow"
},
"share_of_rendered_labels": 0.000543,
"ai_visual_followup": "all 86 implicated label rows were index-highlighted; no cyan exact duplicates or red near duplicates exist, while the 43 magenta nesting pairs are dispersed across dense reference AOIs and predominantly show larger GRB envelopes around smaller building components rather than one systematic duplicate-label pattern",
"action": "retain for experimental analysis, require human adjudication before release, and perform no automatic rewrite or exclusion"
}
}