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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01FoEt9N2tHeipxJenCu2GJ3","type":"tool_result","content":[{"type":"text","text":"[\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"city\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"email\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"id\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"lifetime_value\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"name\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"region\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"amount\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"customer_id\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"id\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"order_date\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"region\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"status\"\n  }\n]"},{"type":"text","text":"Query execution time: 2.26 ms"}]}]},"parent_tool_use_id":null,"session_id":"e910530f-0680-4211-b045-8f2d29799ff3","uuid":"609c0455-e67f-4a5e-9371-8c9fb5394290","timestamp":"2026-10-10T19:03:27.323Z","tool_use_result":[{"type":"text","text":"[\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"city\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"email\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"id\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"lifetime_value\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"name\"\n  },\n  {\n    \"TABLE_NAME\": \"cus_63dd\",\n    \"COLUMN_NAME\": \"region\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"amount\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"customer_id\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"id\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"order_date\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"region\"\n  },\n  {\n    \"TABLE_NAME\": \"ord_bd19\",\n    \"COLUMN_NAME\": \"status\"\n  }\n]"},{"type":"text","text":"Query execution time: 2.26 ms"}],"tool_result_meta":[{"id":"toolu_01FoEt9N2tHeipxJenCu2GJ3","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-sonnet-5-5","id":"msg_011Cfu5MijaABLGzgSfxyBxt","type":"message","role":"assistant","content":[{"type":"text","text":"Orders has its own region column; use it."}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":672,"cache_read_input_tokens":3644,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":672},"output_tokens":37,"service_tier":"standard","inference_geo":"global"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"e910530f-0680-4211-b045-8f2d29799ff3","uuid":"080b7fff-dc6a-4e4f-9128-7e8f99b74c81","timestamp":"2026-10-10T19:03:28.220Z","request_id":"req_011Cfu5MiYRXxwpdAbN79kk5"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JYtxVWdvTriPfpJ3PUM1Gw","type":"tool_result","content":[{"type":"text","text":"[\n  {\n    \"region\": \"betobak0\",\n    \"a\": \"261.131250\",\n    \"n\": 96\n  },\n  {\n    \"region\": \"rebet3\",\n    \"a\": \"253.219600\",\n    \"n\": 75\n  },\n  {\n    \"region\": \"kohif4\",\n    \"a\": \"251.788318\",\n    \"n\": 107\n  },\n  {\n    \"region\": \"luliw1\",\n    \"a\": \"241.671042\",\n    \"n\": 96\n  },\n  {\n    \"region\": \"relenib2\",\n    \"a\": \"231.347500\",\n    \"n\": 52\n  }\n]"},{"type":"text","text":"Query execution time: 1.69 ms"}]}]},"parent_tool_use_id":null,"session_id":"e910530f-0680-4211-b045-8f2d29799ff3","uuid":"9ba2bb16-0060-4213-a061-ab6fdccb0fa3","timestamp":"2026-10-10T19:03:28.692Z","tool_use_result":[{"type":"text","text":"[\n  {\n    \"region\": \"betobak0\",\n    \"a\": \"261.131250\",\n    \"n\": 96\n  },\n  {\n    \"region\": \"rebet3\",\n    \"a\": \"253.219600\",\n    \"n\": 75\n  },\n  {\n    \"region\": \"kohif4\",\n    \"a\": \"251.788318\",\n    \"n\": 107\n  },\n  {\n    \"region\": \"luliw1\",\n    \"a\": \"241.671042\",\n    \"n\": 96\n  },\n  {\n    \"region\": \"relenib2\",\n    \"a\": \"231.347500\",\n    \"n\": 52\n  }\n]"},{"type":"text","text":"Query execution time: 1.69 ms"}],"tool_result_meta":[{"id":"toolu_01JYtxVWdvTriPfpJ3PUM1Gw","permission_decision":{"decision":"accept","source":"config","reason_type":"mode"}}]}
{"type":"assistant","message":{"model":"claude-sonnet-5-5","id":"msg_011Cfu5Mpdno3k9654bSqGYs","type":"message","role":"assistant","content":[{"type":"text","text":"The region with the highest average order amount is betobak0, at about 261.13 across 96 orders. I grouped the orders table (`ord_bd19`) by its own `region` column and averaged `amount` over all statuses.\n\nThe next highest were rebet3 at 253.22 and kohif4 at 251.79.\n\nANSWER: betobak0"}],"container":null,"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":339,"cache_read_input_tokens":4316,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":339},"output_tokens":111,"service_tier":"standard","inference_geo":"global"},"input_transformations":[],"diagnostics":null,"context_management":null},"parent_tool_use_id":null,"session_id":"e910530f-0680-4211-b045-8f2d29799ff3","uuid":"c4526c02-62a8-4ae4-9368-aa89a3497163","timestamp":"2026-10-10T19:03:30.193Z","request_id":"req_011Cfu5MpQdecTvWSNCGEYLm"}
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