{
    "action": "tool_call",
    "reasoning": "The inspect_columns result shows the first 30 columns, but I need to see all 39 columns to identify which ones are numeric. The columns shown so far are mostly VARCHAR (text) with a few identifiers like AESEQ (BIGINT). I need to see the remaining 9 columns to get a complete picture of all numeric columns. The temporal columns AEDTC, AESTDTC, AEENDTC are likely among the remaining columns, along with AESTDY and AEENDY which the card indicates are classifiers with ~149 and ~157 distinct values respectively.",
    "tool": "inspect_columns",
    "args": {
        "table": "ae",
        "columns": [
            "AEDTC",
            "AESTDTC",
            "AEENDTC",
            "AESTDY",
            "AEENDY",
            "_ingestion_timestamp",
            "_batch_id",
            "_source_file",
            "_source_system"
        ]
    }
}