{
    "action": "tool_call",
    "reasoning": "I need to run the gold table query so the species-level numbers are backed by an executed result and rendered as a table.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT * FROM Iris_by_Species ORDER BY Species",
        "purpose": "Species-level averages, mins and maxes for all four measures, to compare size ordering and check overlap between species",
        "source": "gold"
    }
}