{
    "action": "tool_call",
    "reasoning": "Now that I have the correct column names from inspect_columns, I can check for duplicate rows. I'll look for exact duplicates across the key identifying columns (Season, Week, GameDate, AwayTeam, HomeTeam) which should uniquely identify a game. I'll also check the total row count to understand the scale.",
    "tool": "query_sql",
    "purpose": "Find duplicate games based on Season, Week, GameDate, AwayTeam, and HomeTeam",
    "args": {
        "sql": "SELECT Season, Week, GameDate, AwayTeam, HomeTeam, AwayScore, HomeScore, GameSlot, GameStatus, COUNT(*) as duplicate_count FROM raw.\"2010_2026_scores\" GROUP BY Season, Week, GameDate, AwayTeam, HomeTeam, AwayScore, HomeScore, GameSlot, GameStatus HAVING COUNT(*) > 1 ORDER BY duplicate_count DESC",
        "source": "raw"
    }
}