{ "steps": [ { "tool": "text_clean", "enabled": true, "options": { "trim": true, "collapse_whitespace": true, "fold_smart_chars": true, "strip_zero_width": true } }, { "tool": "format_standardize", "enabled": true, "options": { "column_types": { "Phone": "phone", "Email": "email", "Total_Paid": "currency" } } }, { "tool": "missing", "enabled": true, "options": { "strategy": "none", "standardize_sentinels": true, "sentinels": ["—", "-", "--", "(blank)", "TBD", "unknown", "N/A", "#N/A", "(none)"] } }, { "tool": "dedup", "enabled": true, "options": { "survivor_rule": "most_complete", "merge": true, "strategies": [ { "columns": [ {"column": "Email", "algorithm": "exact", "threshold": 100, "normalizer": "email"} ] } ] } } ] }