{"slug":"record-linkage-dedup","source_name":"record-linkage-dedup","name":"Record Linkage Dedup","description":"Use when collapsing or linking records that point to the same real-world person, company, or account but share no common id — combining overlapping customer lists, de-duplicating a contact table full of near-duplicates, or joining two systems that lack a shared key. Chooses candidate buckets to cut comparisons, matches with field-aware similarity, sets a confidence cutoff with a review band, and merges survivors without discarding data. Do NOT use for mapping mentions to a KNOWN canonical id registry (that is entity-normalization) or for a plain keyed join on an existing shared column.","version":1,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":30.8,"total_cases":13,"passed_cases":4,"tokens_delta_pct":577,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.5-flash","grading_method":"judged","completed_at":"2026-07-10T17:08:12.298746+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.5-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":577,"turns_delta_pct":0,"total_cases":13,"cases_aggregated":12,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-10T17:08:12.298746+00:00","run_id":"10d71f1f-6340-4b4b-85a9-9735d93fdb06","version_number":1,"is_latest_version":true,"gate":"not_comparable"}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":false},"license":null,"install_count":0,"manifest_hash":"ec6c09030d8118bcfc55db62c486f9118822db8b47000ab8cca3c8f954d8de62","raw_url":"https://app.decimal.ai/s/record-linkage-dedup/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/record-linkage-dedup"}