{
    "action": "tool_call",
    "reasoning": "I need to examine specific problematic patterns in the height, reach, and country columns to show concrete examples of the format inconsistencies I found during inspection.",
    "tool": "query_sql",
    "purpose": "Get sample values showing the mixed formats in height, reach, and country columns",
    "args": {
        "sql": "SELECT height, reach, country FROM raw.fighters WHERE height IN ('13 Dec 1916', '5.91 ft (1.80 m)', '6.00 ft (1.83 m)', 'Unknown') OR country IN ('75.20 inches (191 cm)', '76.00 inches (193 cm)', 'USA', 'Mexico', 'Unknown') OR reach IN ('5.91 ft (1.80 m)', '6.00 ft (1.83 m)', 'Unknown', '75.20 inches (191 cm)') LIMIT 20",
        "source": "raw"
    }
}