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A multi-source data pipeline that ingests candidate profiles from structured, semi-structured, and unstructured sources. Resolves identities using an O(N) Union-Find algorithm, performs confidence-based consensus merging with full provenance tracking, and dynamically projects outputs via Pydantic.