{
    "action": "tool_call",
    "reasoning": "The overview indicates this is an internal telemetry/metadata catalog for a data profiling platform, not a dataset with geographic business entities. However, I should check if any tables contain geographic columns (country, region, city, lat/lon, etc.) that might represent where datasets are stored, where jobs run, or user locations. I'll inspect the column metadata to see if any geographic dimensions exist.",
    "tool": "query_sql",
    "purpose": "Search for any geographic columns across all tables by checking semantic roles and column names",
    "sql": "SELECT table_name, column_name, semantic_role, rough_kind FROM meta.columns WHERE semantic_role IN ('location', 'coordinate') OR LOWER(column_name) LIKE '%country%' OR LOWER(column_name) LIKE '%region%' OR LOWER(column_name) LIKE '%city%' OR LOWER(column_name) LIKE '%location%' OR LOWER(column_name) LIKE '%geo%' OR LOWER(column_name) LIKE '%lat%' OR LOWER(column_name) LIKE '%lon%' OR LOWER(column_name) LIKE '%address%' ORDER BY table_name, column_name"
}