[ { "event": { "kind": "baseline_fill", "at": "07:00", "role": "Welder", "count": 4, "city": "Nashville", "state": "TN", "shift_start": "07:00 AM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 11.236, "error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_call", "content": { "kind": "tool_call", "tool": "hybrid_search", "args": { "index_name": "workers_500k_v1", "sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5", "question": "Welder in Nashville, TN", "k": 40 }, "rationale": "Initial search for welders available in Nashville, TN with availability > 50%." }, "at": "2026-04-21T04:04:05.058Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "Welder in Nashville, TN", "sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5", "sql_matches": 298, "vector_reranked": 36, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-16627", "chunk_text": "Kevin N. Watson — Welder in Nashville, TN. Skills: CMMS|EDM|GD&T|PLC|calipers|lathe|lockout/tagout|mill|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: flexible. Reliability: 0.69, Availability: 0.91", "score": 0.92251664, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-29052", "chunk_text": "Melissa K. Rivera — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|lathe|mill|pneumatics|preventive maintenance|troubleshooting|welding. Certs: Forklift. Archetype: leader. Reliability: 0.81, Availability: 0.98", "score": 0.86811703, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-47f41d48c95d5844", "pb-seed-23bc805bfed5d9bf", "pb-seed-25958c37e0a66365", "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-40747", "chunk_text": "Lisa F. Wood — Welder in Nashville, TN. Skills: CNC|GD&T|calipers|electrical|pneumatics|press brake. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.91, Availability: 0.71", "score": 0.8604701, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-823cabc3a640e20c", "pb-seed-bf764785c0475514", "pb-seed-a5a55577f55922e4", "pb-seed-6c503d85fcdd2048", "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-17215", "chunk_text": "Rachel D. Lewis — Welder in Nashville, TN. Skills: CNC|calipers|electrical|grinder|pneumatics|welding. Certs: OSHA-10|Forklift|Lockout/Tagout. Archetype: flexible. Reliability: 0.87, Availability: 0.79", "score": 0.8550049, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-47f41d48c95d5844", "pb-seed-23bc805bfed5d9bf", "pb-seed-25958c37e0a66365", "pb-seed-823cabc3a640e20c", "pb-seed-bf764785c0475514", "pb-seed-a5a55577f55922e4", "pb-seed-6c503d85fcdd2048", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-48396", "chunk_text": "Benjamin K. Evans — Welder in Nashville, TN. Skills: blueprint reading|hydraulics|micrometer|mill|pneumatics|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: reliable. Reliability: 0.78, Availability: 0.98", "score": 0.6972325, "sql_verified": true }, { "doc_id": "W500K-37649", "chunk_text": "Benjamin B. Hernandez — Welder in Nashville, TN. Skills: EDM|PLC|blueprint reading|grinder|hydraulics|lathe|lockout/tagout|pneumatics|preventive maintenance. Certs: Forklift|Hazmat|First Aid/CPR. Archetype: flexible. Reliability: 0.69, Availability: 0.63", "score": 0.68118405, "sql_verified": true, "playbook_boost": 0.08155457, "playbook_citations": [ "pb-seed-21d7b669d9e10928" ] }, { "doc_id": "W500K-9880", "chunk_text": "Raymond Watson — Welder in Nashville, TN. Skills: EDM|calipers|electrical|grinder|lathe|pneumatics|preventive maintenance|welding. Certs: Forklift|ServSafe|Lockout/Tagout. Archetype: flexible. Reliability: 0.83, Availability: 0.85", "score": 0.6679688, "sql_verified": true }, { "doc_id": "W500K-49691", "chunk_text": "Elizabeth F. Young — Welder in Nashville, TN. Skills: CMMS|calipers|electrical|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-30|Reach Truck|Order Picker. Archetype: specialist. Reliability: 0.76, Availability: 0.60", "score": 0.64444864, "sql_verified": true }, { "doc_id": "W500K-2985", "chunk_text": "George Peterson — Welder in Nashville, TN. Skills: CMMS|CNC|GD&T|PLC|blueprint reading|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.59, Availability: 0.85", "score": 0.64179957, "sql_verified": true }, { "doc_id": "W500K-47516", "chunk_text": "Sofia O. Clark — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|blueprint reading|grinder|preventive maintenance. Certs: none. Archetype: flexible. Reliability: 0.74, Availability: 0.95", "score": 0.640768, "sql_verified": true }, { "doc_id": "W500K-42664", "chunk_text": "Jason Y. James — Welder in Nashville, TN. Skills: CMMS|EDM|calipers|electrical|micrometer|troubleshooting|welding. Certs: Reach Truck|ServSafe. Archetype: specialist. Reliability: 0.82, Availability: 0.80", "score": 0.6405167, "sql_verified": true }, { "doc_id": "W500K-20738", "chunk_text": "Frank Q. Smith — Welder in Nashville, TN. Skills: CNC|EDM|calipers|electrical|lathe|mill|preventive maintenance|troubleshooting. Certs: Forklift. Archetype: flexible. Reliability: 0.73, Availability: 0.88", "score": 0.6397066, "sql_verified": true }, { "doc_id": "W500K-22180", "chunk_text": "Deborah C. Phillips — Welder in Nashville, TN. Skills: EDM|PLC|blueprint reading|calipers|lockout/tagout|mill. Certs: OSHA-10|Reach Truck|Order Picker. Archetype: flexible. Reliability: 0.74, Availability: 0.68", "score": 0.6367924, "sql_verified": true }, { "doc_id": "W500K-9719", "chunk_text": "Samantha Ward — Welder in Nashville, TN. Skills: CMMS|EDM|grinder|hydraulics|press brake|preventive maintenance. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: communicator. Reliability: 0.84, Availability: 0.77", "score": 0.6367365, "sql_verified": true }, { "doc_id": "W500K-25684", "chunk_text": "Charles W. Ross — Welder in Nashville, TN. Skills: PLC|calipers|grinder|hydraulics|lockout/tagout|micrometer|mill|preventive maintenance. Certs: First Aid/CPR|Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.90", "score": 0.6349133, "sql_verified": true }, { "doc_id": "W500K-47669", "chunk_text": "Frank L. Young — Welder in Nashville, TN. Skills: CMMS|CNC|EDM|PLC|micrometer|pneumatics|press brake|preventive maintenance|troubleshooting. Certs: none. Archetype: reliable. Reliability: 0.82, Availability: 0.86", "score": 0.63428926, "sql_verified": true }, { "doc_id": "W500K-37262", "chunk_text": "Wei E. Kim — Welder in Nashville, TN. Skills: CNC|blueprint reading|electrical|grinder|lockout/tagout|micrometer|mill|pneumatics|preventive maintenance. Certs: Hazmat|Order Picker. Archetype: improving. Reliability: 0.62, Availability: 0.66", "score": 0.6334827, "sql_verified": true }, { "doc_id": "W500K-30655", "chunk_text": "Patrick B. Bailey — Welder in Nashville, TN. Skills: CMMS|PLC|blueprint reading|grinder|micrometer|mill|pneumatics|press brake|troubleshooting. Certs: OSHA-30|Forklift. Archetype: communicator. Reliability: 0.63, Availability: 0.79", "score": 0.6321242, "sql_verified": true }, { "doc_id": "W500K-47039", "chunk_text": "Zachary F. Foster — Welder in Nashville, TN. Skills: CMMS|CNC|blueprint reading|electrical|hydraulics|lathe|micrometer|pneumatics|press brake. Certs: Lockout/Tagout. Archetype: communicator. Reliability: 0.57, Availability: 0.65", "score": 0.63149476, "sql_verified": true }, { "doc_id": "W500K-16039", "chunk_text": "Susan X. Perez — Welder in Nashville, TN. Skills: CMMS|PLC|grinder|hydraulics|press brake|welding. Certs: Hazmat|First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.88, Availability: 1.00", "score": 0.6248226, "sql_verified": true } ], "duration_ms": 264, "_trimmed": "16 more" }, "at": "2026-04-21T04:04:05.324Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Please select exactly 4 candidates from the provided list who are Welders in Nashville, TN with availability > 50%. Ensure to verify at least one of the selected candidates through SQL query." }, "at": "2026-04-21T04:04:06.661Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 373 }, "at": "2026-04-21T04:04:09.140Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 746 }, "at": "2026-04-21T04:04:10.841Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1119 }, "at": "2026-04-21T04:04:12.523Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "error", "content": { "message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Welder in Nashville, TN\",\"k\":40},\"rationale\":\"Verify the top candidates from the previous search" }, "at": "2026-04-21T04:04:14.202Z" } ] }, { "event": { "kind": "expansion", "at": "08:30", "role": "Packaging Operator", "count": 6, "city": "Nashville", "state": "TN", "shift_start": "08:30 AM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 8.118, "error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"packaging operator in Nashville, TN with high", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"packaging operator in Nashville, TN with high" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 462 }, "at": "2026-04-21T04:04:17.077Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 924 }, "at": "2026-04-21T04:04:18.997Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1386 }, "at": "2026-04-21T04:04:20.908Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "error", "content": { "message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"packaging operator in Nashville, TN with high", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"packaging operator in Nashville, TN with high" }, "at": "2026-04-21T04:04:22.821Z" } ] }, { "event": { "kind": "baseline_fill", "at": "09:00", "role": "Shipping Clerk", "count": 2, "city": "Nashville", "state": "TN", "shift_start": "09:00 AM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 6.438, "error": "invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 342 }, "at": "2026-04-21T04:04:25.290Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 684 }, "at": "2026-04-21T04:04:26.800Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1026 }, "at": "2026-04-21T04:04:28.271Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "error", "content": { "message": "invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"shipping clerk Nashville, TN\",\"k\":40},\"rationale\":\"Begin searching for candidates who ma" }, "at": "2026-04-21T04:04:29.760Z" } ] }, { "event": { "kind": "emergency", "at": "13:00", "role": "Welder", "count": 2, "deadline": "15:00", "city": "Nashville", "state": "TN", "shift_start": "13:00 PM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 10.673, "error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_call", "content": { "kind": "tool_call", "tool": "hybrid_search", "args": { "index_name": "workers_500k_v1", "sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7", "question": "2 × Welder in Nashville, TN for emergency", "k": 40 }, "rationale": "First step to identify suitable welders available in Nashville, TN with high availability for immediate deployment." }, "at": "2026-04-21T04:04:32.412Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "2 × Welder in Nashville, TN for emergency", "sql_filter": "role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7", "sql_matches": 211, "vector_reranked": 27, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-16627", "chunk_text": "Kevin N. Watson — Welder in Nashville, TN. Skills: CMMS|EDM|GD&T|PLC|calipers|lathe|lockout/tagout|mill|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: flexible. Reliability: 0.69, Availability: 0.91", "score": 0.83412296, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-17215", "chunk_text": "Rachel D. Lewis — Welder in Nashville, TN. Skills: CNC|calipers|electrical|grinder|pneumatics|welding. Certs: OSHA-10|Forklift|Lockout/Tagout. Archetype: flexible. Reliability: 0.87, Availability: 0.79", "score": 0.8271296, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-47f41d48c95d5844", "pb-seed-23bc805bfed5d9bf", "pb-seed-25958c37e0a66365", "pb-seed-823cabc3a640e20c", "pb-seed-bf764785c0475514", "pb-seed-a5a55577f55922e4", "pb-seed-6c503d85fcdd2048", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-40747", "chunk_text": "Lisa F. Wood — Welder in Nashville, TN. Skills: CNC|GD&T|calipers|electrical|pneumatics|press brake. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.91, Availability: 0.71", "score": 0.81559724, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-823cabc3a640e20c", "pb-seed-bf764785c0475514", "pb-seed-a5a55577f55922e4", "pb-seed-6c503d85fcdd2048", "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-29052", "chunk_text": "Melissa K. Rivera — Welder in Nashville, TN. Skills: CMMS|EDM|blueprint reading|calipers|lathe|mill|pneumatics|preventive maintenance|troubleshooting|welding. Certs: Forklift. Archetype: leader. Reliability: 0.81, Availability: 0.98", "score": 0.7860539, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-47f41d48c95d5844", "pb-seed-23bc805bfed5d9bf", "pb-seed-25958c37e0a66365", "pb-seed-21d7b669d9e10928", "pb-seed-43fd12b0c6d6e99b", "pb-seed-d9fa24136c5d0d81", "pb-seed-84f76afca8cc25af", "pb-seed-ea63f55b7e0be916", "pb-seed-c3c17447e580effc", "pb-seed-4e5c2c2938331559" ] }, { "doc_id": "W500K-48084", "chunk_text": "Kenneth K. Phillips — Welder in Nashville, TN. Skills: CMMS|CNC|pneumatics|press brake|preventive maintenance|welding. Certs: OSHA-30|Forklift. Archetype: flexible. Reliability: 0.77, Availability: 1.00", "score": 0.62884283, "sql_verified": true }, { "doc_id": "W500K-25684", "chunk_text": "Charles W. Ross — Welder in Nashville, TN. Skills: PLC|calipers|grinder|hydraulics|lockout/tagout|micrometer|mill|preventive maintenance. Certs: First Aid/CPR|Lockout/Tagout. Archetype: leader. Reliability: 0.72, Availability: 0.90", "score": 0.5762468, "sql_verified": true }, { "doc_id": "W500K-9719", "chunk_text": "Samantha Ward — Welder in Nashville, TN. Skills: CMMS|EDM|grinder|hydraulics|press brake|preventive maintenance. Certs: Forklift|First Aid/CPR|ISO 9001. Archetype: communicator. Reliability: 0.84, Availability: 0.77", "score": 0.57621366, "sql_verified": true }, { "doc_id": "W500K-2985", "chunk_text": "George Peterson — Welder in Nashville, TN. Skills: CMMS|CNC|GD&T|PLC|blueprint reading|pneumatics|press brake|troubleshooting|welding. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.59, Availability: 0.85", "score": 0.5750719, "sql_verified": true }, { "doc_id": "W500K-46761", "chunk_text": "William N. Diaz — Welder in Nashville, TN. Skills: CMMS|PLC|blueprint reading|electrical|mill|press brake|preventive maintenance|troubleshooting. Certs: OSHA-10|ServSafe. Archetype: leader. Reliability: 0.83, Availability: 0.84", "score": 0.5739219, "sql_verified": true }, { "doc_id": "W500K-40987", "chunk_text": "Maria L. Scott — Welder in Nashville, TN. Skills: GD&T|blueprint reading|electrical|hydraulics|lathe|lockout/tagout|press brake|preventive maintenance. Certs: OSHA-10|Forklift|Hazmat. Archetype: communicator. Reliability: 0.92, Availability: 0.74", "score": 0.5726654, "sql_verified": true }, { "doc_id": "W500K-47516", "chunk_text": "Sofia O. Clark — Welder in Nashville, TN. Skills: EDM|GD&T|PLC|blueprint reading|grinder|preventive maintenance. Certs: none. Archetype: flexible. Reliability: 0.74, Availability: 0.95", "score": 0.56973726, "sql_verified": true }, { "doc_id": "W500K-32863", "chunk_text": "Brian Z. Smith — Welder in Nashville, TN. Skills: GD&T|PLC|blueprint reading|electrical. Certs: Forklift. Archetype: communicator. Reliability: 0.79, Availability: 0.85", "score": 0.5676875, "sql_verified": true }, { "doc_id": "W500K-20738", "chunk_text": "Frank Q. Smith — Welder in Nashville, TN. Skills: CNC|EDM|calipers|electrical|lathe|mill|preventive maintenance|troubleshooting. Certs: Forklift. Archetype: flexible. Reliability: 0.73, Availability: 0.88", "score": 0.56390816, "sql_verified": true }, { "doc_id": "W500K-47669", "chunk_text": "Frank L. Young — Welder in Nashville, TN. Skills: CMMS|CNC|EDM|PLC|micrometer|pneumatics|press brake|preventive maintenance|troubleshooting. Certs: none. Archetype: reliable. Reliability: 0.82, Availability: 0.86", "score": 0.5629503, "sql_verified": true }, { "doc_id": "W500K-42823", "chunk_text": "Robert B. Martinez — Welder in Nashville, TN. Skills: GD&T|PLC|calipers|lathe|mill|press brake|troubleshooting. Certs: OSHA-10|First Aid/CPR. Archetype: flexible. Reliability: 0.71, Availability: 0.86", "score": 0.56083626, "sql_verified": true }, { "doc_id": "W500K-42991", "chunk_text": "Malik N. Clark — Welder in Nashville, TN. Skills: CNC|GD&T|PLC|blueprint reading|hydraulics|pneumatics|welding. Certs: OSHA-10|ServSafe. Archetype: flexible. Reliability: 0.77, Availability: 0.78", "score": 0.55947757, "sql_verified": true }, { "doc_id": "W500K-48396", "chunk_text": "Benjamin K. Evans — Welder in Nashville, TN. Skills: blueprint reading|hydraulics|micrometer|mill|pneumatics|preventive maintenance|troubleshooting. Certs: OSHA-10. Archetype: reliable. Reliability: 0.78, Availability: 0.98", "score": 0.5588599, "sql_verified": true }, { "doc_id": "W500K-9880", "chunk_text": "Raymond Watson — Welder in Nashville, TN. Skills: EDM|calipers|electrical|grinder|lathe|pneumatics|preventive maintenance|welding. Certs: Forklift|ServSafe|Lockout/Tagout. Archetype: flexible. Reliability: 0.83, Availability: 0.85", "score": 0.5547791, "sql_verified": true }, { "doc_id": "W500K-33489", "chunk_text": "Christina B. Parker — Welder in Nashville, TN. Skills: CNC|EDM|blueprint reading|grinder|hydraulics|pneumatics|press brake|preventive maintenance|troubleshooting. Certs: Hazmat. Archetype: leader. Reliability: 0.79, Availability: 0.96", "score": 0.5498578, "sql_verified": true }, { "doc_id": "W500K-16039", "chunk_text": "Susan X. Perez — Welder in Nashville, TN. Skills: CMMS|PLC|grinder|hydraulics|press brake|welding. Certs: Hazmat|First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.88, Availability: 1.00", "score": 0.5487809, "sql_verified": true } ], "duration_ms": 292, "_trimmed": "7 more" }, "at": "2026-04-21T04:04:32.705Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Propose_done should include exactly 2 welders from Nashville, TN with high availability. Verify at least one of them using sql(query) before final approval." }, "at": "2026-04-21T04:04:33.955Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 313 }, "at": "2026-04-21T04:04:36.302Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 626 }, "at": "2026-04-21T04:04:37.856Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 939 }, "at": "2026-04-21T04:04:39.398Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "error", "content": { "message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina", "raw": "{\"kind\":\"tool_call\",\"tool\":\"sql\",\"args\":{\"query\":\"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)\"},\"rationale\":\"Verify the availability of the top two candidates before fina" }, "at": "2026-04-21T04:04:40.942Z" } ] }, { "event": { "kind": "misplacement", "at": "15:30", "role": "Packaging Operator", "count": 1, "replaces_event": "08:30", "city": "Nashville", "state": "TN", "shift_start": "15:30 PM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 11.38, "error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s", "gap_signals": [ "drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_call", "content": { "kind": "tool_call", "tool": "hybrid_search", "args": { "index_name": "workers_500k_v1", "sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5", "question": "Packaging Operator in Nashville, TN", "k": 20 }, "rationale": "Start searching for a Packaging Operator in Nashville, TN with availability greater than 50%." }, "at": "2026-04-21T04:04:43.539Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "Packaging Operator in Nashville, TN", "sql_filter": "role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5", "sql_matches": 330, "vector_reranked": 20, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-21175", "chunk_text": "Kenneth L. Diaz — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|conveyor ops|forklift|labeling|line work|packaging|pallet jack|receiving. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.80, Availability: 0.67", "score": 0.89465714, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-5a7ddcddee8b435a", "pb-seed-7feb4b56b069d9b4", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056", "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-1911", "chunk_text": "Aisha Nguyen — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|cold storage|conveyor ops|inventory|labeling|lean manufacturing|packaging|shipping. Certs: OSHA-10. Archetype: flexible. Reliability: 0.78, Availability: 0.72", "score": 0.8861178, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-7feb4b56b069d9b4", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056", "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-4430", "chunk_text": "Emily Reyes — Packaging Operator in Nashville, TN. Skills: 6S|RF scanner|assembly|batch processing|cold storage|lean manufacturing. Certs: Forklift. Archetype: leader. Reliability: 0.82, Availability: 0.99", "score": 0.8656145, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-5a7ddcddee8b435a", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056" ] }, { "doc_id": "W500K-4654", "chunk_text": "Jamal Ruiz — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|cold storage|conveyor ops|inventory|pick-to-light|quality inspection|receiving. Certs: ServSafe. Archetype: communicator. Reliability: 0.79, Availability: 0.77", "score": 0.8530644, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-e21bcfbf9ff0aee9", "pb-seed-36702de803bda835", "pb-seed-3a0016759e7a8497", "pb-seed-c074176c05965879", "pb-seed-7f408ebd01b071c4", "pb-seed-6c4616d2e810029d", "pb-seed-5a7ddcddee8b435a", "pb-seed-7feb4b56b069d9b4", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056", "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-25376", "chunk_text": "Michael A. Wright — Packaging Operator in Nashville, TN. Skills: labeling|line work|loading dock|packaging|pick-to-light|quality inspection|shipping. Certs: OSHA-30|Hazmat|Lockout/Tagout. Archetype: reliable. Reliability: 0.91, Availability: 0.92", "score": 0.83232695, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-5a7ddcddee8b435a", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056", "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-4076", "chunk_text": "George King — Packaging Operator in Nashville, TN. Skills: assembly|batch processing|line work|loading dock|pallet jack|quality inspection. Certs: Confined Space. Archetype: leader. Reliability: 0.80, Availability: 0.61", "score": 0.82589155, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-5a7ddcddee8b435a", "pb-seed-d8a92ec9e3c31773", "pb-seed-2e5e35815025a7ba", "pb-seed-aeb981becead18a5", "pb-seed-bc4150a689440056", "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-21124", "chunk_text": "Adam M. Reyes — Packaging Operator in Nashville, TN. Skills: 6S|SPC|batch processing|cold storage|lean manufacturing|loading dock|pick-to-light. Certs: Forklift|Hazmat. Archetype: reliable. Reliability: 0.89, Availability: 0.82", "score": 0.778695, "sql_verified": true, "playbook_boost": 0.10560408, "playbook_citations": [ "pb-seed-5a7ddcddee8b435a", "pb-seed-7feb4b56b069d9b4" ] }, { "doc_id": "W500K-36638", "chunk_text": "Joyce E. Peterson — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|pick-to-light. Certs: none. Archetype: flexible. Reliability: 0.75, Availability: 0.92", "score": 0.7179129, "sql_verified": true, "playbook_boost": 0.05279502, "playbook_citations": [ "pb-seed-7feb4b56b069d9b4" ] }, { "doc_id": "W500K-22863", "chunk_text": "Joshua J. Phillips — Packaging Operator in Nashville, TN. Skills: RF scanner|batch processing|conveyor ops|forklift|inventory|labeling|lean manufacturing|line work. Certs: Fire Safety. Archetype: reliable. Reliability: 0.84, Availability: 0.77", "score": 0.69134134, "sql_verified": true, "playbook_boost": 0.05279502, "playbook_citations": [ "pb-seed-7feb4b56b069d9b4" ] }, { "doc_id": "W500K-35021", "chunk_text": "Christine Z. Turner — Packaging Operator in Nashville, TN. Skills: batch processing|cold storage|inventory|lean manufacturing|loading dock|receiving. Certs: OSHA-10|OSHA-30. Archetype: communicator. Reliability: 0.60, Availability: 0.85", "score": 0.6901615, "sql_verified": true }, { "doc_id": "W500K-27360", "chunk_text": "Carolyn I. Roberts — Packaging Operator in Nashville, TN. Skills: assembly|cold storage|conveyor ops|labeling|lean manufacturing|pick-to-light|receiving. Certs: OSHA-10. Archetype: communicator. Reliability: 0.62, Availability: 1.00", "score": 0.65934235, "sql_verified": true }, { "doc_id": "W500K-22923", "chunk_text": "Douglas R. Jimenez — Packaging Operator in Nashville, TN. Skills: RF scanner|assembly|batch processing|forklift|labeling|pick-to-light|quality inspection. Certs: Forklift. Archetype: reliable. Reliability: 0.80, Availability: 0.88", "score": 0.6579526, "sql_verified": true, "playbook_boost": 0.052258026, "playbook_citations": [ "pb-seed-c4651454946c3181" ] }, { "doc_id": "W500K-29550", "chunk_text": "Robert O. Thomas — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|batch processing|labeling|lean manufacturing|loading dock|pallet jack|pick-to-light|shipping. Certs: Forklift|MSDS. Archetype: communicator. Reliability: 0.68, Availability: 0.79", "score": 0.6399395, "sql_verified": true }, { "doc_id": "W500K-7259", "chunk_text": "Michael Phillips — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|cold storage|conveyor ops|line work|pallet jack. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.77, Availability: 0.83", "score": 0.6354219, "sql_verified": true }, { "doc_id": "W500K-15367", "chunk_text": "Katherine B. Scott — Packaging Operator in Nashville, TN. Skills: SPC|batch processing|conveyor ops|forklift|inventory|lean manufacturing|line work|receiving|shipping. Certs: none. Archetype: communicator. Reliability: 0.68, Availability: 0.64", "score": 0.6348827, "sql_verified": true }, { "doc_id": "W500K-10769", "chunk_text": "Melissa Watson — Packaging Operator in Nashville, TN. Skills: assembly|conveyor ops|inventory|packaging|quality inspection. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.78, Availability: 0.59", "score": 0.6283248, "sql_verified": true }, { "doc_id": "W500K-11222", "chunk_text": "Olga Moore — Packaging Operator in Nashville, TN. Skills: assembly|conveyor ops|labeling|line work|loading dock|quality inspection|receiving|shipping. Certs: MSDS|Confined Space. Archetype: reliable. Reliability: 0.91, Availability: 0.79", "score": 0.6264747, "sql_verified": true }, { "doc_id": "W500K-29542", "chunk_text": "Sofia G. Wood — Packaging Operator in Nashville, TN. Skills: 6S|SPC|cold storage|conveyor ops|line work|packaging|pick-to-light|quality inspection. Certs: Forklift. Archetype: communicator. Reliability: 0.59, Availability: 0.58", "score": 0.6244652, "sql_verified": true }, { "doc_id": "W500K-25142", "chunk_text": "Steven A. Ramos — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|forklift|inventory|lean manufacturing|pallet jack|quality inspection|shipping. Certs: OSHA-10|Hazmat. Archetype: flexible. Reliability: 0.66, Availability: 0.69", "score": 0.6236992, "sql_verified": true }, { "doc_id": "W500K-37853", "chunk_text": "Olivia X. Jones — Packaging Operator in Nashville, TN. Skills: RF scanner|SPC|assembly|batch processing|loading dock. Certs: Forklift. Archetype: reliable. Reliability: 0.81, Availability: 0.51", "score": 0.6220602, "sql_verified": true } ], "duration_ms": 347 }, "at": "2026-04-21T04:04:43.889Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Continue searching, but ensure to select exactly one candidate with the Packaging Operator skill in Nashville, TN and verify at least one through SQL." }, "at": "2026-04-21T04:04:45.051Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 412 }, "at": "2026-04-21T04:04:47.573Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 824 }, "at": "2026-04-21T04:04:49.326Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1236 }, "at": "2026-04-21T04:04:51.066Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "error", "content": { "message": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Packaging Operator in Nashville, TN\",\"k\":20},\"rationale\":\"Continue searching for a s" }, "at": "2026-04-21T04:04:52.823Z" } ] } ]