{
    "action": "tool_call",
    "reasoning": "I have year-level counts from step-9/10/11 showing the distribution from 1885-2000+, but the result was truncated at 50 rows. I can see patterns emerging (sparse early years, a spike to 5 reigns in 1978, 6 in 1996), but I need the complete time series to identify all notable spikes, dips, and breaks. Let me get the full distribution without the 50-row limit by grouping into broader periods or getting summary statistics.",
    "tool": "query_sql",
    "args": {
        "sql": "WITH yearly AS (SELECT CAST(REGEXP_EXTRACT(Recognition, '\\d{4}') AS INTEGER) AS year, COUNT(*) AS reign_count FROM raw.championsdataset WHERE Recognition LIKE '%,%' GROUP BY year) SELECT year, reign_count FROM yearly ORDER BY year",
        "purpose": "Get complete year-by-year distribution of championship reigns to identify all spikes, dips, and breaks in the time series",
        "source": "raw"
    }
}