/analyst-rosetta
Entity resolution and data normalization engine. Maps variant names across sources to a canonical taxonomy with configurable dimensions.
Resolve entity variants across multiple data sources into a single canonical taxonomy, learning from corrections over time.
normalize.map: applies column and dimension mappings from source config. normalize.resolve: uses fast-pass (algorithmic) then smart-pass (LLM) to match unknown entities. normalize.learn: records user corrections to improve future matching.
Apply source column/dimension mappings to raw data
Resolve unmapped entities using fast-pass + smart-pass
Record a user correction for future matching
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