{
    "action": "tool_call",
    "reasoning": "The earlier numbers aren't in my evidence, so I can't cite them. I'll re-ground the answer with one profiling query covering row count, distinct cities, verticals and round types, and how many amounts are numeric.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT COUNT(*) AS deals, COUNT(DISTINCT \"City  Location\") AS cities, COUNT(DISTINCT \"Industry Vertical\") AS verticals, COUNT(DISTINCT \"InvestmentnType\") AS round_types, COUNT(TRY_CAST(REPLACE(\"Amount in USD\", ',', '') AS DOUBLE)) AS numeric_amounts, COUNT(TRY_STRPTIME(\"Date dd/mm/yyyy\", '%d/%m/%Y')) AS parsed_dates, MIN(TRY_STRPTIME(\"Date dd/mm/yyyy\", '%d/%m/%Y')) AS min_date, MAX(TRY_STRPTIME(\"Date dd/mm/yyyy\", '%d/%m/%Y')) AS max_date FROM raw.startup_funding",
        "purpose": "Profile dataset scope, amount coverage, and date coverage",
        "source": "raw"
    }
}