diff --git "a/training_data.json" "b/training_data.json"
new file mode 100644--- /dev/null
+++ "b/training_data.json"
@@ -0,0 +1 @@
+[{"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 0/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 1/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 2/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"crossdock\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 3/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 4/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 5/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 6/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotA=30, LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 30, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 7/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=35, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"crossdock\", \"quantity\": 12, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 8/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotA=10, LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 10, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 9/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=15\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store2\", \"quantity\": 8, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 10/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=20, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8"}, {"role": "assistant", "content": "{\"lot_id\": \"LotBlend\", \"node_id\": \"store3\", \"quantity\": 4, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 11/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase3_mixed_shipments | Steps: 12/16\nRECALL NOTICE: Critical recall: contaminated LotA was mixed with safe stock during cross-docking. Quarantine only the unsafe quantity.\n\nINVENTORY:\n  warehouse: LotB=25\n  crossdock: LotBlend=23, LotB=10\n  store1: LotB=20\n  store2: LotBlend=7\n  store3: LotBlend=16, LotB=5\n\nINSPECTED NODES: crossdock, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=30\n  warehouse/LotB: status=safe, unsafe_qty=0\n  crossdock/LotBlend: status=mixed, unsafe_qty=12\n  crossdock/LotB: status=safe, unsafe_qty=0\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=10\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotBlend: status=mixed, unsafe_qty=8\n  store3/LotBlend: status=mixed, unsafe_qty=4\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'crossdock', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=30\n  crossdock: LotBlend=12\n  store1: LotA=10\n  store2: LotBlend=8\n  store3: LotBlend=4"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 0/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 1/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 2/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 3/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 4/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 100, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 5/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store1: LotA=50\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 50, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 6/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotA=20, LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store2\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 7/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase1_direct_recall | Steps: 8/10\nRECALL NOTICE: Immediate recall: contaminated LotA detected in the cold-chain network.\n\nINVENTORY:\n  store2: LotB=30\n\nINSPECTED NODES: store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=100\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=50\n  store2/LotA: status=confirmed_contaminated, unsafe_qty=20\n  store2/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'store1', 'store2']\nQUARANTINED:\n  warehouse: LotA=100\n  store1: LotA=50\n  store2: LotA=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 0/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"rationale\": \"Map the recall lineage first.\", \"type\": \"trace_lot\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 1/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"warehouse\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 2/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"repack\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 3/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store1\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 4/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store2\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 5/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"node_id\": \"store3\", \"rationale\": \"Collect local evidence before quarantining.\", \"type\": \"inspect_node\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 6/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotA=40, LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"warehouse\", \"quantity\": 40, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 7/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  repack: LotA_R1=45\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"repack\", \"quantity\": 45, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 8/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotA=15, LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA\", \"node_id\": \"store1\", \"quantity\": 15, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 9/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store2: LotA_R1=25\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R1\", \"node_id\": \"store2\", \"quantity\": 25, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 10/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotA_R2=20, LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25"}, {"role": "assistant", "content": "{\"lot_id\": \"LotA_R2\", \"node_id\": \"store3\", \"quantity\": 20, \"rationale\": \"Isolate the exact unsafe quantity discovered during inspection.\", \"type\": \"quarantine\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 11/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"node_id\": \"all\", \"rationale\": \"Alert every impacted stakeholder before closing the incident.\", \"type\": \"notify\"}"}]}, {"messages": [{"role": "system", "content": "You are an expert supply-chain investigator for RecallTrace. You receive an observation of a product recall investigation and must choose the optimal next action. Respond with ONLY a valid JSON object.\nAvailable actions:\n- inspect_node: {\"type\":\"inspect_node\",\"node_id\":\"...\",\"rationale\":\"...\"}\n- trace_lot: {\"type\":\"trace_lot\",\"lot_id\":\"...\",\"rationale\":\"...\"}\n- quarantine: {\"type\":\"quarantine\",\"node_id\":\"...\",\"lot_id\":\"...\",\"quantity\":N,\"rationale\":\"...\"}\n- notify: {\"type\":\"notify\",\"node_id\":\"all\",\"rationale\":\"...\"}\n- finalize: {\"type\":\"finalize\",\"rationale\":\"...\"}"}, {"role": "user", "content": "TASK: phase2_relabel_recall | Steps: 12/14\nRECALL NOTICE: Urgent recall: source LotA was relabeled during repacking and must be traced across derived labels.\n\nINVENTORY:\n  warehouse: LotB=30\n  store1: LotB=20\n  store3: LotB=10\n\nINSPECTED NODES: repack, store1, store2, store3, warehouse\nINSPECTION FINDINGS:\n  warehouse/LotA: status=confirmed_contaminated, unsafe_qty=40\n  warehouse/LotB: status=safe, unsafe_qty=0\n  repack/LotA_R1: status=confirmed_contaminated, unsafe_qty=45\n  store1/LotA: status=confirmed_contaminated, unsafe_qty=15\n  store1/LotB: status=safe, unsafe_qty=0\n  store2/LotA_R1: status=confirmed_contaminated, unsafe_qty=25\n  store3/LotA_R2: status=confirmed_contaminated, unsafe_qty=20\n  store3/LotB: status=safe, unsafe_qty=0\nTRACE RESULTS:\n  LotA: affected_nodes=['warehouse', 'repack', 'store1', 'store2', 'store3']\nQUARANTINED:\n  warehouse: LotA=40\n  repack: LotA_R1=45\n  store1: LotA=15\n  store2: LotA_R1=25\n  store3: LotA_R2=20"}, {"role": "assistant", "content": "{\"rationale\": \"Containment actions are complete.\", \"type\": \"finalize\"}"}]}]
\ No newline at end of file