{
    "action": "tool_call",
    "reasoning": "The dataset contains Olympic table tennis medals from 1988-2024. The most important numeric metric is 'medal_value' (1=Gold, 2=Silver, 3=Bronze based on typical Olympic scoring). I need to find the records with the highest medal_value (Gold medals, value=3) and lowest medal_value (Bronze medals, value=1). I'll query to show examples of both extremes with relevant context like year, event, country, and medalist.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT year, event, medal, country, medalist, medal_value FROM raw.olympic_table_tennis_medals_1988_2024 WHERE medal_value = 3 ORDER BY year DESC LIMIT 10",
        "purpose": "Get the highest medal_value records (Gold medals) with context",
        "source": "raw"
    }
}