[ { "event": { "kind": "baseline_fill", "at": "07:00", "role": "Warehouse Associate", "count": 5, "city": "Joliet", "state": "IL", "shift_start": "07:00 AM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 11.649, "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 = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Warehouse Associate Joliet, IL\",\"k\":40},\"rationale\":\"Continue searching for Warehouse ", "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 = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Warehouse Associate Joliet, IL\",\"k\":40},\"rationale\":\"Continue searching for Warehouse " ], "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 = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5", "question": "Warehouse Associate Joliet, IL", "k": 40 }, "rationale": "Initial search for Warehouse Associates in Joliet, IL with availability > 50%" }, "at": "2026-04-21T04:04:55.518Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "Warehouse Associate Joliet, IL", "sql_filter": "role = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5", "sql_matches": 821, "vector_reranked": 40, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-23612", "chunk_text": "Emily E. Powell — Warehouse Associate in Joliet, IL. Skills: cold storage|confined space|hazmat|pallet jack|pick-to-light. Certs: OSHA-10|Forklift. Archetype: communicator. Reliability: 0.84, Availability: 0.76", "score": 0.9066801, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-0ee717f47208ef2d", "pb-seed-bd86c4ecbfc85dce", "pb-seed-a116824f12fa2ee5", "pb-seed-ba104004bb100817", "pb-seed-bbd4783818e567a2", "pb-seed-7aae025ec2f613a2" ] }, { "doc_id": "W500K-23801", "chunk_text": "Kelly L. Nelson — Warehouse Associate in Joliet, IL. Skills: bilingual|first aid|loading dock|shipping. Certs: Forklift. Archetype: leader. Reliability: 0.73, Availability: 0.69", "score": 0.86258084, "sql_verified": true, "playbook_boost": 0.17573757, "playbook_citations": [ "pb-seed-0ee717f47208ef2d", "pb-seed-bd86c4ecbfc85dce", "pb-seed-a116824f12fa2ee5", "pb-seed-ba104004bb100817", "pb-seed-bbd4783818e567a2", "pb-seed-7aae025ec2f613a2" ] }, { "doc_id": "W500K-16430", "chunk_text": "Nathan Y. Miller — Warehouse Associate in Joliet, IL. Skills: first aid|hazmat|inventory|pick-to-light|shipping|team lead|training. Certs: none. Archetype: reliable. Reliability: 0.92, Availability: 0.81", "score": 0.852721, "sql_verified": true, "playbook_boost": 0.17573757, "playbook_citations": [ "pb-seed-0ee717f47208ef2d", "pb-seed-bd86c4ecbfc85dce", "pb-seed-a116824f12fa2ee5", "pb-seed-ba104004bb100817", "pb-seed-bbd4783818e567a2", "pb-seed-7aae025ec2f613a2" ] }, { "doc_id": "W500K-37707", "chunk_text": "Mary H. King — Warehouse Associate in Joliet, IL. Skills: Excel|RF scanner|SAP|hazmat|pick-to-light|receiving|team lead|training. Certs: OSHA-30. Archetype: specialist. Reliability: 0.78, Availability: 0.52", "score": 0.8496498, "sql_verified": true, "playbook_boost": 0.17573757, "playbook_citations": [ "pb-seed-0ee717f47208ef2d", "pb-seed-bd86c4ecbfc85dce", "pb-seed-a116824f12fa2ee5", "pb-seed-ba104004bb100817", "pb-seed-bbd4783818e567a2", "pb-seed-7aae025ec2f613a2" ] }, { "doc_id": "W500K-2245", "chunk_text": "Andre Davis — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|bilingual|hazmat|loading dock|shipping|training. Certs: First Aid/CPR|Order Picker. Archetype: communicator. Reliability: 0.78, Availability: 0.78", "score": 0.8450029, "sql_verified": true, "playbook_boost": 0.17573757, "playbook_citations": [ "pb-seed-0ee717f47208ef2d", "pb-seed-bd86c4ecbfc85dce", "pb-seed-a116824f12fa2ee5", "pb-seed-ba104004bb100817", "pb-seed-bbd4783818e567a2", "pb-seed-7aae025ec2f613a2" ] }, { "doc_id": "W500K-4192", "chunk_text": "Larry Ortiz — Warehouse Associate in Joliet, IL. Skills: bilingual|cold storage|confined space|first aid|forklift|overhead crane|pallet jack|pick-to-light|shipping. Certs: OSHA-30. Archetype: leader. Reliability: 0.80, Availability: 0.75", "score": 0.6681591, "sql_verified": true }, { "doc_id": "W500K-13337", "chunk_text": "Joshua Clark — Warehouse Associate in Joliet, IL. Skills: RF scanner|SAP|bilingual|cold storage|hazmat|packaging|pallet jack|team lead. Certs: Forklift|Hazmat. Archetype: leader. Reliability: 0.88, Availability: 0.78", "score": 0.66405964, "sql_verified": true }, { "doc_id": "W500K-9708", "chunk_text": "Carolyn Cook — Warehouse Associate in Joliet, IL. Skills: bilingual|first aid|forklift|inventory|shipping. Certs: OSHA-10|Forklift|Reach Truck|Fire Safety. Archetype: reliable. Reliability: 0.88, Availability: 0.71", "score": 0.6625703, "sql_verified": true }, { "doc_id": "W500K-32052", "chunk_text": "Maria U. Murphy — Warehouse Associate in Joliet, IL. Skills: RF scanner|SAP|first aid|hazmat|loading dock|overhead crane|packaging|receiving|shipping|team lead. Certs: Fire Safety. Archetype: reliable. Reliability: 0.87, Availability: 0.62", "score": 0.6517043, "sql_verified": true }, { "doc_id": "W500K-22342", "chunk_text": "Jason I. Robinson — Warehouse Associate in Joliet, IL. Skills: RF scanner|hazmat|pallet jack|receiving|team lead|training. Certs: Forklift. Archetype: silent. Reliability: 0.53, Availability: 0.59", "score": 0.64663976, "sql_verified": true }, { "doc_id": "W500K-28552", "chunk_text": "John E. Rogers — Warehouse Associate in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|overhead crane|packaging|pallet jack|training. Certs: Forklift. Archetype: communicator. Reliability: 0.72, Availability: 0.56", "score": 0.6457552, "sql_verified": true }, { "doc_id": "W500K-23403", "chunk_text": "Olga D. Ramirez — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|bilingual|forklift|overhead crane|packaging|pallet jack|pick-to-light|receiving|team lead. Certs: none. Archetype: communicator. Reliability: 0.66, Availability: 0.78", "score": 0.64451975, "sql_verified": true }, { "doc_id": "W500K-12291", "chunk_text": "Julie Scott — Warehouse Associate in Joliet, IL. Skills: Excel|cold storage|first aid|forklift|loading dock|overhead crane|packaging|pallet jack|team lead|training. Certs: none. Archetype: specialist. Reliability: 0.73, Availability: 0.55", "score": 0.64443105, "sql_verified": true }, { "doc_id": "W500K-49344", "chunk_text": "Brandon W. Evans — Warehouse Associate in Joliet, IL. Skills: hazmat|loading dock|overhead crane|packaging|pick-to-light|team lead. Certs: Forklift. Archetype: communicator. Reliability: 0.81, Availability: 0.77", "score": 0.63931274, "sql_verified": true }, { "doc_id": "W500K-13900", "chunk_text": "Laura Peterson — Warehouse Associate in Joliet, IL. Skills: RF scanner|bilingual|confined space|forklift|loading dock|overhead crane|packaging|pick-to-light|team lead|training. Certs: Reach Truck. Archetype: specialist. Reliability: 0.81, Availability: 1.00", "score": 0.6382297, "sql_verified": true }, { "doc_id": "W500K-44056", "chunk_text": "Malik M. Adams — Warehouse Associate in Joliet, IL. Skills: SAP|cold storage|forklift|hazmat|inventory|loading dock|shipping. Certs: none. Archetype: reliable. Reliability: 0.92, Availability: 0.66", "score": 0.6381155, "sql_verified": true }, { "doc_id": "W500K-49570", "chunk_text": "Edward O. Garcia — Warehouse Associate in Joliet, IL. Skills: Excel|SAP|first aid|forklift|hazmat|receiving|team lead. Certs: none. Archetype: leader. Reliability: 0.83, Availability: 0.80", "score": 0.63530844, "sql_verified": true }, { "doc_id": "W500K-30341", "chunk_text": "Shirley Z. Kelly — Warehouse Associate in Joliet, IL. Skills: bilingual|cold storage|confined space|hazmat|pallet jack|training. Certs: OSHA-10|ServSafe. Archetype: leader. Reliability: 0.75, Availability: 0.87", "score": 0.6351961, "sql_verified": true }, { "doc_id": "W500K-7971", "chunk_text": "Maria Stewart — Warehouse Associate in Joliet, IL. Skills: SAP|bilingual|loading dock|pick-to-light|receiving|team lead|training. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 1.00", "score": 0.6333441, "sql_verified": true }, { "doc_id": "W500K-9487", "chunk_text": "Amy Harris — Warehouse Associate in Joliet, IL. Skills: Excel|RF scanner|cold storage|forklift|hazmat|pick-to-light|shipping. Certs: First Aid/CPR|ServSafe. Archetype: communicator. Reliability: 0.87, Availability: 0.73", "score": 0.62689275, "sql_verified": true } ], "duration_ms": 270, "_trimmed": "20 more" }, "at": "2026-04-21T04:04:55.790Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "The executor is on a reasonable path, but ensure that exactly 5 Warehouse Associates from Joliet, IL are proposed. Verify at least one of the proposed candidates through SQL to meet the approval criteria." }, "at": "2026-04-21T04:04:57.150Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 402 }, "at": "2026-04-21T04:04:59.720Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 804 }, "at": "2026-04-21T04:05:01.509Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1206 }, "at": "2026-04-21T04:05:03.300Z" }, { "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 = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Warehouse Associate Joliet, IL\",\"k\":40},\"rationale\":\"Continue searching for Warehouse ", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Warehouse Associate' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Warehouse Associate Joliet, IL\",\"k\":40},\"rationale\":\"Continue searching for Warehouse " }, "at": "2026-04-21T04:05:05.096Z" } ] }, { "event": { "kind": "recurring", "at": "10:00", "role": "Forklift Operator", "count": 3, "city": "Joliet", "state": "IL", "shift_start": "10:00 PM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 7.987, "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet, IL\",\"k\":60},\"rationale\":\"Initiate search for qualifi", "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet, IL\",\"k\":60},\"rationale\":\"Initiate search for qualifi" ], "diagnostic_log": [ { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 412 }, "at": "2026-04-21T04:05:07.939Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 824 }, "at": "2026-04-21T04:05:09.823Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1236 }, "at": "2026-04-21T04:05:11.693Z" }, { "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet, IL\",\"k\":60},\"rationale\":\"Initiate search for qualifi", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"recurring forklift operator Joliet, IL\",\"k\":60},\"rationale\":\"Initiate search for qualifi" }, "at": "2026-04-21T04:05:13.586Z" } ] }, { "event": { "kind": "expansion", "at": "12:30", "role": "Picker", "count": 4, "city": "Joliet", "state": "IL", "shift_start": "12:30 PM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 12.916, "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 = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"4 × Picker in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the se", "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 = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"4 × Picker in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the se" ], "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 = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75", "question": "4 × Picker in Joliet, IL", "k": 20 }, "rationale": "Initial search for Pickers in Joliet, IL with required availability and reliability." }, "at": "2026-04-21T04:05:16.372Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "4 × Picker in Joliet, IL", "sql_filter": "role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75", "sql_matches": 0, "vector_reranked": 20, "method": "vector_only", "answer": null, "sources": [ { "doc_id": "W500K-39706", "chunk_text": "Heather E. Ortiz — Shipping Clerk in Chicago, IL. Skills: RF scanner|SAP|cold storage|first aid|hazmat|overhead crane|packaging|pick-to-light. Certs: Forklift|Hazmat|First Aid/CPR. Archetype: reliable. Reliability: 0.91, Availability: 0.50", "score": 0.65364, "sql_verified": false }, { "doc_id": "W500K-44729", "chunk_text": "Nicholas J. Scott — Welder in Grand Rapids, MI. Skills: CMMS|PLC|lathe|lockout/tagout|pneumatics|press brake|troubleshooting. Certs: Reach Truck|Fire Safety|ISO 9001. Archetype: leader. Reliability: 0.61, Availability: 0.54", "score": 0.6516256, "sql_verified": false }, { "doc_id": "W500K-33789", "chunk_text": "Brian P. Adams — Material Handler in Memphis, TN. Skills: RF scanner|bilingual|pallet jack|shipping|team lead. Certs: OSHA-10|Forklift|Confined Space. Archetype: communicator. Reliability: 0.81, Availability: 0.76", "score": 0.64902157, "sql_verified": false }, { "doc_id": "W500K-7733", "chunk_text": "Carolyn Jenkins — Shipping Clerk in Fort Wayne, IN. Skills: cold storage|first aid|loading dock|packaging|pick-to-light|training. Certs: OSHA-10|OSHA-30|Lockout/Tagout. Archetype: leader. Reliability: 0.82, Availability: 0.81", "score": 0.6479678, "sql_verified": false }, { "doc_id": "W500K-41115", "chunk_text": "Karen J. Turner — Machine Operator in Terre Haute, IN. Skills: CNC|GD&T|blueprint reading|calipers|lean manufacturing|line work|micrometer. Certs: OSHA-30. Archetype: communicator. Reliability: 0.55, Availability: 0.59", "score": 0.6457068, "sql_verified": false }, { "doc_id": "W500K-11608", "chunk_text": "Stephen Walker — Safety Coordinator in Columbia, MO. Skills: ISO 9001|SAP|bilingual|first article|inspection|nonconformance|team lead. Certs: Hazmat|MSDS. Archetype: reliable. Reliability: 0.86, Availability: 0.76", "score": 0.645701, "sql_verified": false }, { "doc_id": "W500K-33209", "chunk_text": "Sofia H. Cook — Maintenance Tech in Danville, IL. Skills: Excel|bilingual|confined space|electrical|first aid|overhead crane|preventive maintenance. Certs: OSHA-10|OSHA-30|ISO 9001. Archetype: communicator. Reliability: 0.61, Availability: 1.00", "score": 0.6453391, "sql_verified": false }, { "doc_id": "W500K-13575", "chunk_text": "Paul Hughes — Quality Tech in Springfield, MO. Skills: 6S|CMM|calibration|conveyor ops|quality inspection|root cause analysis. Certs: OSHA-10. Archetype: communicator. Reliability: 0.73, Availability: 0.47", "score": 0.6450524, "sql_verified": false }, { "doc_id": "W500K-7431", "chunk_text": "Kevin Cruz — Forklift Operator in Fort Wayne, IN. Skills: RF scanner|cold storage|forklift|hazmat|loading dock|pick-to-light|team lead|training. Certs: OSHA-10|Hazmat|Reach Truck|ISO 9001. Archetype: flexible. Reliability: 0.65, Availability: 0.75", "score": 0.64460534, "sql_verified": false }, { "doc_id": "W500K-27069", "chunk_text": "Edward D. Kim — Assembler in Mattoon, IL. Skills: CMM|SPC|batch processing|calibration|conveyor ops|gauge R&R|inspection|labeling|line work. Certs: First Aid/CPR|Fire Safety. Archetype: specialist. Reliability: 0.73, Availability: 0.80", "score": 0.6441913, "sql_verified": false }, { "doc_id": "W500K-23204", "chunk_text": "DeShawn M. Cox — Machine Operator in Madison, WI. Skills: calipers|labeling|lathe|lean manufacturing|line work|micrometer. Certs: none. Archetype: specialist. Reliability: 0.69, Availability: 0.79", "score": 0.6436435, "sql_verified": false }, { "doc_id": "W500K-30108", "chunk_text": "Sarah A. Castillo — Loader in Akron, OH. Skills: first aid|hazmat|inventory|pick-to-light|training. Certs: Fire Safety. Archetype: flexible. Reliability: 0.72, Availability: 0.41", "score": 0.64156437, "sql_verified": false }, { "doc_id": "W500K-48743", "chunk_text": "Steven T. Alvarez — Warehouse Associate in Decatur, IL. Skills: bilingual|confined space|first aid|packaging|pick-to-light|shipping|training. Certs: Forklift|Lockout/Tagout. Archetype: leader. Reliability: 0.78, Availability: 1.00", "score": 0.6414844, "sql_verified": false }, { "doc_id": "W500K-27182", "chunk_text": "Susan M. Martinez — Production Worker in Lansing, MI. Skills: 6S|SAP|assembly|batch processing|confined space|conveyor ops|line work|overhead crane|team lead|training. Certs: OSHA-30|Forklift|First Aid/CPR. Archetype: flexible. Reliability: 0.80, Availability: 0.84", "score": 0.6413052, "sql_verified": false }, { "doc_id": "W500K-39263", "chunk_text": "Raymond D. Ramos — Quality Tech in Kansas City, MO. Skills: 6S|ISO 9001|batch processing|inspection|line work. Certs: OSHA-10|OSHA-30. Archetype: reliable. Reliability: 0.77, Availability: 0.93", "score": 0.64115095, "sql_verified": false }, { "doc_id": "W500K-24421", "chunk_text": "Omar H. Peterson — Shipping Clerk in Champaign, IL. Skills: Excel|hazmat|pallet jack|pick-to-light. Certs: Forklift|Hazmat|ISO 9001. Archetype: leader. Reliability: 0.81, Availability: 0.72", "score": 0.64045364, "sql_verified": false }, { "doc_id": "W500K-39879", "chunk_text": "Olga V. Allen — Production Worker in Jefferson City, MO. Skills: SPC|bilingual|conveyor ops|hazmat|lean manufacturing|quality inspection. Certs: OSHA-10. Archetype: leader. Reliability: 0.79, Availability: 0.26", "score": 0.6401548, "sql_verified": false }, { "doc_id": "W500K-1769", "chunk_text": "Emily Ramos — Tool & Die Maker in Galesburg, IL. Skills: CMMS|GD&T|PLC|blueprint reading|calipers|electrical|lockout/tagout|micrometer|press brake|troubleshooting. Certs: none. Archetype: specialist. Reliability: 0.75, Availability: 0.63", "score": 0.6394918, "sql_verified": false }, { "doc_id": "W500K-43579", "chunk_text": "Joyce D. Patel — Warehouse Associate in Champaign, IL. Skills: Excel|RF scanner|hazmat|overhead crane|receiving|shipping. Certs: Hazmat. Archetype: flexible. Reliability: 0.64, Availability: 0.70", "score": 0.6390185, "sql_verified": false }, { "doc_id": "W500K-25917", "chunk_text": "Jennifer V. King — Forklift Operator in Champaign, IL. Skills: Excel|RF scanner|bilingual|forklift|hazmat|overhead crane|receiving. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.92, Availability: 0.77", "score": 0.6389716, "sql_verified": false } ], "duration_ms": 241 }, "at": "2026-04-21T04:05:16.615Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "drift", "notes": "The proposed candidates do not meet the criteria as they are from different locations or have different roles. Please re-run the search specifically for 4 Pickers in Joliet, IL with availability > 0.5 and reliability > 0.75." }, "at": "2026-04-21T04:05:18.173Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 432 }, "at": "2026-04-21T04:05:20.959Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 864 }, "at": "2026-04-21T04:05:22.982Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1296 }, "at": "2026-04-21T04:05:24.990Z" }, { "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 = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"4 × Picker in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the se", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Picker' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75\",\"question\":\"4 × Picker in Joliet, IL\",\"k\":20},\"rationale\":\"Re-run the se" }, "at": "2026-04-21T04:05:27.003Z" } ] }, { "event": { "kind": "misplacement", "at": "15:00", "role": "Forklift Operator", "count": 1, "replaces_event": "10:00", "city": "Joliet", "state": "IL", "shift_start": "15:00 PM", "scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred." }, "ok": false, "fills": [], "turns": 0, "duration_secs": 10.99, "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the availability and suitabili", "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the availability and suitabili" ], "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5", "question": "Forklift Operator Joliet, IL", "k": 20 }, "rationale": "Initial search for available Forklift Operators in Joliet, IL to fill the position." }, "at": "2026-04-21T04:05:29.679Z" }, { "turn": 1, "role": "executor", "model": "qwen2.5:latest", "kind": "tool_result", "content": { "question": "Forklift Operator Joliet, IL", "sql_filter": "role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5", "sql_matches": 1178, "vector_reranked": 20, "method": "hybrid_sql_vector", "answer": null, "sources": [ { "doc_id": "W500K-46701", "chunk_text": "Lauren F. Adams — Forklift Operator in Joliet, IL. Skills: packaging|pallet jack|receiving|shipping|team lead|training. Certs: OSHA-10|Hazmat. Archetype: communicator. Reliability: 0.62, Availability: 0.54", "score": 0.8781787, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-93fa5d957b98579e", "pb-seed-8e5b7de2ee2e9c43", "pb-seed-418fc3b2153d74de", "pb-seed-84ca656bbdae2386" ] }, { "doc_id": "W500K-41031", "chunk_text": "Joyce D. Reyes — Forklift Operator in Joliet, IL. Skills: Excel|confined space|hazmat|inventory|overhead crane|packaging|pallet jack|pick-to-light|shipping. Certs: none. Archetype: reliable. Reliability: 0.88, Availability: 0.70", "score": 0.8727068, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-93fa5d957b98579e", "pb-seed-8e5b7de2ee2e9c43", "pb-seed-418fc3b2153d74de", "pb-seed-84ca656bbdae2386" ] }, { "doc_id": "W500K-2372", "chunk_text": "Joshua Taylor — Forklift Operator in Joliet, IL. Skills: RF scanner|bilingual|confined space|overhead crane|packaging|shipping. Certs: OSHA-10|Forklift. Archetype: reliable. Reliability: 0.80, Availability: 0.88", "score": 0.84628904, "sql_verified": true, "playbook_boost": 0.25, "playbook_citations": [ "pb-seed-93fa5d957b98579e", "pb-seed-8e5b7de2ee2e9c43", "pb-seed-418fc3b2153d74de", "pb-seed-84ca656bbdae2386", "pb-seed-e55b22922c0816f3", "pb-seed-d0c65db6bf9b389b", "pb-seed-b7e7ccbc68c01017", "pb-seed-66c4e94f91c94e1a", "pb-seed-095fa18610102c3b", "pb-seed-fa246fef31bbe831" ] }, { "doc_id": "W500K-6584", "chunk_text": "Sarah Davis — Forklift Operator in Joliet, IL. Skills: Excel|SAP|forklift|overhead crane|shipping. Certs: OSHA-30|Forklift|First Aid/CPR. Archetype: communicator. Reliability: 0.62, Availability: 0.76", "score": 0.6713917, "sql_verified": true }, { "doc_id": "W500K-29597", "chunk_text": "Miguel J. Stewart — Forklift Operator in Joliet, IL. Skills: RF scanner|hazmat|pick-to-light|training. Certs: none. Archetype: flexible. Reliability: 0.71, Availability: 0.59", "score": 0.662718, "sql_verified": true }, { "doc_id": "W500K-29178", "chunk_text": "Justin G. Cruz — Forklift Operator in Joliet, IL. Skills: SAP|first aid|hazmat|inventory|overhead crane|pallet jack|shipping. Certs: OSHA-10. Archetype: reliable. Reliability: 0.87, Availability: 0.56", "score": 0.6563932, "sql_verified": true }, { "doc_id": "W500K-35231", "chunk_text": "Heather B. Kim — Forklift Operator in Joliet, IL. Skills: bilingual|confined space|first aid|packaging|pallet jack|receiving|team lead|training. Certs: OSHA-30. Archetype: leader. Reliability: 0.68, Availability: 0.63", "score": 0.6527455, "sql_verified": true }, { "doc_id": "W500K-7379", "chunk_text": "Gary Foster — Forklift Operator in Joliet, IL. Skills: SAP|cold storage|confined space|forklift|overhead crane|packaging|pick-to-light. Certs: ServSafe|MSDS. Archetype: communicator. Reliability: 0.66, Availability: 0.60", "score": 0.6454631, "sql_verified": true }, { "doc_id": "W500K-2779", "chunk_text": "Carlos Carter — Forklift Operator in Joliet, IL. Skills: Excel|SAP|bilingual|hazmat|pick-to-light|shipping|training. Certs: Lockout/Tagout. Archetype: flexible. Reliability: 0.79, Availability: 0.74", "score": 0.6434298, "sql_verified": true }, { "doc_id": "W500K-22938", "chunk_text": "Heather G. Anderson — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|loading dock|pallet jack|pick-to-light|training. Certs: OSHA-10|Reach Truck|Lockout/Tagout. Archetype: flexible. Reliability: 0.74, Availability: 0.65", "score": 0.6386531, "sql_verified": true }, { "doc_id": "W500K-7347", "chunk_text": "Kyle James — Forklift Operator in Joliet, IL. Skills: RF scanner|SAP|cold storage|packaging|shipping|team lead. Certs: Forklift|First Aid/CPR|Order Picker. Archetype: flexible. Reliability: 0.79, Availability: 0.82", "score": 0.6384795, "sql_verified": true }, { "doc_id": "W500K-24977", "chunk_text": "Elizabeth R. Miller — Forklift Operator in Joliet, IL. Skills: Excel|SAP|forklift|pick-to-light|receiving|shipping. Certs: OSHA-10|First Aid/CPR|Reach Truck. Archetype: reliable. Reliability: 0.85, Availability: 0.63", "score": 0.6374727, "sql_verified": true }, { "doc_id": "W500K-19541", "chunk_text": "Fatima P. Parker — Forklift Operator in Joliet, IL. Skills: RF scanner|SAP|first aid|pallet jack. Certs: Forklift. Archetype: reliable. Reliability: 0.94, Availability: 0.74", "score": 0.63650167, "sql_verified": true }, { "doc_id": "W500K-28632", "chunk_text": "Virginia G. Peterson — Forklift Operator in Joliet, IL. Skills: first aid|hazmat|inventory|overhead crane|shipping. Certs: Hazmat|MSDS. Archetype: communicator. Reliability: 0.62, Availability: 0.66", "score": 0.63509697, "sql_verified": true }, { "doc_id": "W500K-39515", "chunk_text": "Debra V. James — Forklift Operator in Joliet, IL. Skills: RF scanner|bilingual|confined space|first aid|inventory|loading dock|pallet jack|shipping|team lead. Certs: none. Archetype: communicator. Reliability: 0.78, Availability: 0.68", "score": 0.6348436, "sql_verified": true }, { "doc_id": "W500K-27415", "chunk_text": "Kelly L. Clark — Forklift Operator in Joliet, IL. Skills: RF scanner|confined space|forklift|hazmat. Certs: none. Archetype: leader. Reliability: 0.74, Availability: 0.74", "score": 0.63438696, "sql_verified": true }, { "doc_id": "W500K-27009", "chunk_text": "Patrick V. Brown — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|cold storage|first aid|hazmat|shipping|team lead. Certs: OSHA-10|First Aid/CPR. Archetype: reliable. Reliability: 0.79, Availability: 0.78", "score": 0.6341755, "sql_verified": true }, { "doc_id": "W500K-33527", "chunk_text": "Frank N. Richardson — Forklift Operator in Joliet, IL. Skills: Excel|RF scanner|SAP|bilingual|inventory|shipping|training. Certs: OSHA-10|First Aid/CPR|Reach Truck|Lockout/Tagout. Archetype: flexible. Reliability: 0.71, Availability: 0.75", "score": 0.6321599, "sql_verified": true }, { "doc_id": "W500K-176", "chunk_text": "Rosa Thompson — Forklift Operator in Joliet, IL. Skills: bilingual|confined space|forklift|inventory|training. Certs: Lockout/Tagout. Archetype: communicator. Reliability: 0.72, Availability: 0.58", "score": 0.6300581, "sql_verified": true }, { "doc_id": "W500K-29744", "chunk_text": "Anna A. Green — Forklift Operator in Joliet, IL. Skills: first aid|forklift|packaging|pick-to-light|training. Certs: Forklift|First Aid/CPR. Archetype: reliable. Reliability: 0.84, Availability: 0.55", "score": 0.6286367, "sql_verified": true } ], "duration_ms": 310 }, "at": "2026-04-21T04:05:29.990Z" }, { "turn": 1, "role": "reviewer", "model": "qwen2.5:latest", "kind": "critique", "content": { "kind": "critique", "verdict": "continue", "notes": "Continue with verification of at least one candidate from Joliet, IL who is a Forklift Operator." }, "at": "2026-04-21T04:05:31.084Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 1, "combined_chars": 352 }, "at": "2026-04-21T04:05:33.540Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 2, "combined_chars": 704 }, "at": "2026-04-21T04:05:35.195Z" }, { "turn": 2, "role": "executor", "model": "qwen2.5:latest", "kind": "note", "content": { "continuation": 3, "combined_chars": 1056 }, "at": "2026-04-21T04:05:36.836Z" }, { "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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the availability and suitabili", "raw": "{\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\"args\":{\"index_name\":\"workers_500k_v1\",\"sql_filter\":\"role = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5\",\"question\":\"Forklift Operator Joliet, IL\",\"k\":20},\"rationale\":\"Verify the availability and suitabili" }, "at": "2026-04-21T04:05:38.505Z" } ] } ]