{ "timestamp": "2026-04-20T09:43:39.877Z", "operation": "fill: Welder x2 in Toledo, OH", "result": "2/2 filled → Deborah Powell, Helen Sanchez", "context": "executor=mistral:latest reviewer=qwen2.5:latest turns=4", "task": { "id": "task-1776678210991", "operation": "fill: Welder x2 in Toledo, OH", "target_role": "Welder", "target_count": 2, "target_city": "Toledo", "target_state": "OH", "approach_hint": "hybrid search against workers_500k_v1, narrow by role+city+state+availability, rank semantically" }, "fills": [ { "candidate_id": "W500K-7995", "name": "Deborah Powell", "reason": "Verified via SQL tool and has a semantic score of 0.65, making her the top candidate." }, { "candidate_id": "W500K-4661", "name": "Helen Sanchez", "reason": "Also surfaced with a semantic score of 0.61 and is verified via SQL tool as well." } ], "log": [ { "turn": 1, "role": "executor", "model": "mistral:latest", "kind": "plan", "content": { "kind": "plan", "steps": [ "Call hybrid_search for workers in Toledo, OH with role 'Welder', availability > 0.5 and semantic match to 'reliable welder with OSHA certs'.", "Verify one of the surfaced candidates using sql tool.", "Propose done with top 2 candidates." ] }, "at": "2026-04-20T09:43:32.230Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Ensure exactly two Welders from Toledo, OH are proposed and verify at least one using the SQL tool." }, "at": "2026-04-20T09:43:32.918Z" }, { "turn": 2, "role": "executor", "model": "mistral:latest", "kind": "tool_call", "content": { "kind": "tool_call", "tool": "hybrid_search", "args": { "index_name": "workers_500k_v1", "sql_filter": "LOWER(role) LIKE '%weld%' AND city = 'Toledo' AND state = 'OH' AND availability > 0.5", "question": "reliable welder with OSHA certs", "k": 2 } }, "at": "2026-04-20T09:43:34.277Z" }, { "turn": 2, "role": "executor", "model": "mistral:latest", "kind": "tool_result", "content": { "question": "reliable welder with OSHA certs", "sql_filter": "LOWER(role) LIKE '%weld%' AND city = 'Toledo' AND state = 'OH' AND availability > 0.5", "sql_matches": 329, "vector_reranked": 2, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-7995", "chunk_text": "Deborah Powell — Welder in Toledo, OH. Skills: CNC|EDM|blueprint reading|calipers|electrical|grinder|hydraulics|lockout/tagout|pneumatics. Certs: none. Archetype: leader. Reliability: 0.75, Availability: 0.78", "score": 0.65218985, "sql_verified": true }, { "doc_id": "W500K-4661", "chunk_text": "Helen Sanchez — Welder in Toledo, OH. Skills: EDM|GD&T|PLC|blueprint reading|grinder|mill|troubleshooting. Certs: First Aid/CPR|Order Picker. Archetype: flexible. Reliability: 0.66, Availability: 0.91", "score": 0.61355543, "sql_verified": true } ], "duration_ms": 339 }, "at": "2026-04-20T09:43:34.618Z" }, { "turn": 2, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Ensure exactly two Welders from Toledo, OH are proposed and verify at least one using the SQL tool." }, "at": "2026-04-20T09:43:35.367Z" }, { "turn": 3, "role": "executor", "model": "mistral:latest", "kind": "tool_call", "content": { "kind": "tool_call", "tool": "sql", "args": { "query": "SELECT worker_id, name, role, city, state, availability FROM workers_500k WHERE worker_id = CAST(SUBSTR('W500K-7995', 7) AS BIGINT)" } }, "at": "2026-04-20T09:43:36.571Z" }, { "turn": 3, "role": "executor", "model": "mistral:latest", "kind": "tool_result", "content": { "columns": [ { "name": "worker_id", "data_type": "Int64" }, { "name": "name", "data_type": "Utf8View" }, { "name": "role", "data_type": "Utf8View" }, { "name": "city", "data_type": "Utf8View" }, { "name": "state", "data_type": "Utf8View" }, { "name": "availability", "data_type": "Float64" } ], "rows": [ { "availability": 0.7808, "city": "Toledo", "name": "Deborah Powell", "role": "Welder", "state": "OH", "worker_id": 7995 } ], "row_count": 1 }, "at": "2026-04-20T09:43:36.598Z" }, { "turn": 3, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Ensure exactly two Welders from Toledo, OH are proposed and verify at least one using the SQL tool." }, "at": "2026-04-20T09:43:37.342Z" }, { "turn": 4, "role": "executor", "model": "mistral:latest", "kind": "propose_done", "content": { "kind": "propose_done", "fills": [ { "candidate_id": "W500K-7995", "name": "Deborah Powell", "reason": "Verified via SQL tool and has a semantic score of 0.65, making her the top candidate." }, { "candidate_id": "W500K-4661", "name": "Helen Sanchez", "reason": "Also surfaced with a semantic score of 0.61 and is verified via SQL tool as well." } ] }, "at": "2026-04-20T09:43:39.106Z" }, { "turn": 4, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "approve_done", "notes": "Proposal meets all criteria: exactly two Welders from Toledo, OH are proposed, and at least one candidate has been verified using the SQL tool." }, "at": "2026-04-20T09:43:39.877Z" }, { "turn": 4, "role": "reviewer", "model": "qwen2.5:latest", "kind": "consensus_done", "content": { "fills": [ { "candidate_id": "W500K-7995", "name": "Deborah Powell", "reason": "Verified via SQL tool and has a semantic score of 0.65, making her the top candidate." }, { "candidate_id": "W500K-4661", "name": "Helen Sanchez", "reason": "Also surfaced with a semantic score of 0.61 and is verified via SQL tool as well." } ] }, "at": "2026-04-20T09:43:39.877Z" } ] }