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Conflict_Checker/backend/.llm_cache/ceedc254cfc972101dbfb1d78b8af11771f0bc3eef7ae44fda7ef12b867f91fb.json
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woogiandClaude Opus 4.8 1d248a8808 Initial commit: Conflict Checker
Cross-discipline design-contradiction checker for construction drawing
sets. Standalone tool broken out from Iron_Bid; a pipeline stage may
later fold back into Iron_Bid.

Pipeline: PDF->images -> per-sheet assertion extraction -> deterministic
clustering by location -> per-cluster reasoning -> report.
Includes CLI (cli/run_check.py) and web UI (backend/main.py).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-03 00:22:02 +00:00

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[{"cluster_id": "cluster_01", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Project Identification", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural"], "disciplines_expected": [], "assertion_ids": ["G11.01#0", "G11.01#1", "G11.01#2", "G11.04#4", "A11.01#0"], "possible_relationships": [], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_02", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": "BUILDING C", "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural"], "disciplines_expected": [], "assertion_ids": ["G11.03#0", "G11.03#15", "G11.04#2", "G11.04#3", "G11.04#5", "G11.04#6", "G11.04#7", "G11.04#8", "A11.01#1", "A11.01#3", "A11.01#13"], "possible_relationships": [], "review_focus": ["coordination", "code"], "confidence": "high"}, {"cluster_id": "cluster_03", "cluster_type": "code_item", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Applicable Codes and Authorities", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Electrical"], "disciplines_expected": ["Mechanical", "Plumbing", "Structural", "Fire Protection"], "assertion_ids": ["G11.01#3", "G21.01#7", "G21.01#8", "G21.01#9", "G21.01#10", "G21.01#11", "G21.01#12", "G21.01#13", "G21.01#14", "G31.02#3", "A23.01#0", "A23.01#1", "E01.01#0", "E03.01#2"], "possible_relationships": [], "review_focus": ["code"], "confidence": "high"}, {"cluster_id": "cluster_04", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Project Scope", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General"], "disciplines_expected": [], "assertion_ids": ["G11.04#0", "G11.04#9", "G21.01#15"], "possible_relationships": [], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_05", "cluster_type": "code_item", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Firestopping / SPEC 078400", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Electrical", "Plumbing", "Architectural"], "disciplines_expected": ["Mechanical", "Structural"], "assertion_ids": ["G11.01#5", "G31.02#5", "G31.04#7", "G31.04#8", "A23.01#3", "E05.01#6", "E05.01#7", "E05.01#8", "P01.01#0", "P01.01#2", "E05.01#16"], "possible_relationships": [], "review_focus": ["code", "coordination"], "confidence": "high"}, {"cluster_id": "cluster_06", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Dimensioning Conventions", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General"], "disciplines_expected": [], "assertion_ids": ["G11.01#7", "G11.01#9", "G11.01#10", "G11.01#11", "G11.01#12", "G11.01#13"], "possible_relationships": [], "review_focus": ["constructability"], "confidence": "high"}, {"cluster_id": "cluster_07", "cluster_type": "ceiling", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "General Ceiling System", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural"], "disciplines_expected": ["Mechanical", "Electrical", "Plumbing"], "assertion_ids": ["G11.01#8", "A22.01#5", "A22.01#6", "A23.01#8", "A23.01#10", "G31.05#8"], "possible_relationships": [{"related_cluster_or_assertion_id": "A23.01#11", "reason": "Assertion A23.01#11 describes the ceiling grid C4-A also mentioned in this cluster.", "confidence": "high"}], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_08", "cluster_type": "fixture", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "C4 A", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["Architectural"], "disciplines_expected": [], "assertion_ids": ["A23.01#11"], "possible_relationships": [{"related_cluster_or_assertion_id": "cluster_07", "reason": "This is the specification for the ceiling grid used generally throughout the project.", "confidence": "high"}], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_09", "cluster_type": "ceiling", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Ceiling Device Coordination", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["Architectural", "Electrical"], "disciplines_expected": ["Mechanical", "Fire Protection"], "assertion_ids": ["A22.01#1", "A22.01#3", "A22.01#4", "E05.01#15"], "possible_relationships": [], "review_focus": ["coordination", "constructability"], "confidence": "high"}, {"cluster_id": "cluster_10", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": "ROOF", "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Mechanical"], "disciplines_expected": ["Structural", "Electrical"], "assertion_ids": ["G11.01#14", "G11.03#7", "A25.01#0", "A25.01#2", "A25.01#3", "M03.01#14", "M03.01#15", "M03.01#16", "E02.02#0"], "possible_relationships": [], "review_focus": ["coordination", "constructability"], "confidence": "high"}, {"cluster_id": "cluster_11", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Landlord Required Contractors", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General"], "disciplines_expected": [], "assertion_ids": ["G11.03#16", "G11.03#17", "G11.03#18", "G11.03#19", "G11.03#20"], "possible_relationships": [], "review_focus": ["constructability", "owner_standard"], "confidence": "high"}, {"cluster_id": "cluster_12", "cluster_type": "general", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Slab-on-Grade", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Plumbing"], "disciplines_expected": ["Structural"], "assertion_ids": ["G11.03#12", "G11.03#13", "G11.03#14", "A23.01#4", "A24.01#4", "P03.01#11", "P03.01#12", "P03.01#13", "P03.01#14"], "possible_relationships": [], "review_focus": ["coordination", "constructability"], "confidence": "high"}, {"cluster_id": "cluster_13", "cluster_type": "wall", "primary_location_key": {"room": null, "room_name": "Demising walls", "level": "BUILDING C", "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General"], "disciplines_expected": ["Architectural"], "assertion_ids": ["G11.03#9", "G11.03#10"], "possible_relationships": [], "review_focus": ["coordination", "constructability", "owner_standard"], "confidence": "high"}, {"cluster_id": "cluster_14", "cluster_type": "code_item", "primary_location_key": {"room": null, "room_name": null, "level": null, "grid": null, "tag": "Occupancy & Egress", "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General"], "disciplines_expected": ["Architectural"], "assertion_ids": ["G11.04#1", "G11.04#10", "G11.04#11"], "possible_relationships": [], "review_focus": ["code"], "confidence": "high"}, {"cluster_id": "cluster_15", "cluster_type": "room", "primary_location_key": {"room": null, "room_name": "SALES AREA", "level": null, "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Electrical", "Plumbing"], "disciplines_expected": ["Mechanical"], "assertion_ids": ["G21.01#6", "A22.01#16", "A24.01#14", "E03.01#3", "E04.01#6", "E04.01#12", "E04.01#13", "P02.01#6", "P02.02#6"], "possible_relationships": [], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_16", "cluster_type": "room", "primary_location_key": {"room": null, "room_name": "INVENTORY", "level": null, "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Electrical", "Plumbing"], "disciplines_expected": ["Mechanical"], "assertion_ids": ["G21.01#0", "A24.01#8", "A24.01#15", "A24.01#17", "A24.01#18", "A24.01#19", "E04.01#0", "E04.01#7", "P02.01#0", "P02.02#0", "P02.02#10"], "possible_relationships": [], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_17", "cluster_type": "room", "primary_location_key": {"room": null, "room_name": "LOUNGE", "level": null, "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Electrical", "Plumbing"], "disciplines_expected": ["Mechanical"], "assertion_ids": ["G21.01#1", "A24.01#9", "A24.01#20", "A51.01#17", "E01.02#16", "E01.02#17", "E01.02#18", "E04.01#1", "E04.01#8", "P02.01#1", "P02.02#1", "P02.02#11", "P02.02#12"], "possible_relationships": [], "review_focus": ["coordination"], "confidence": "high"}, {"cluster_id": "cluster_18", "cluster_type": "room", "primary_location_key": {"room": "103", "room_name": "MEN'S RESTROOM", "level": null, "grid": null, "tag": null, "detail_reference": null, "plan_zone": null}, "disciplines_present": ["General", "Architectural", "Electrical", "Plumbing"], "disciplines_expected": ["Mechanical"], "assertion_ids": ["G21.01#2"]}]