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negative-evidence

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goldenmatch

benseverndev-oss / goldenmatch

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Polyglot entity-resolution + data-quality suite. Python toolkit (fuzzy + exact + probabilistic dedupe, identity graph, PPRL, LLM boost) and a full TypeScript port on npm: goldenmatch, goldencheck, goldenflow, infermap, goldenpipe. SQL-native at parity in PostgreSQL and DuckDB. Zero-config auto-tuning, MCP/REST/A2A servers, dbt + Airflow recipes.

python agent airflow typescript record-linkage entity-resolution fuzzy-matching data-engineering zero-config deduplication active-learning data-quality human-in-the-loop privacy-preserving pprl polars llm auto-config mcp-server negative-evidence
  • Updated May 28, 2026
  • Python

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