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goldenmatch

benseverndev-oss / goldenmatch

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Zero-config entity resolution that feeds a durable identity layer: resolve messy records from any source into stable golden entities — a Customer 360 with whole-record provenance, merge/split & audit. Splink-beating accuracy, Arrow-native/Rust, 100M rows in 9.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, MCP/REST.

python rust typescript record-linkage entity-resolution fuzzy-matching data-engineering knowledge-graph master-data-management zero-config data-cleaning deduplication data-quality data-matching pprl polars llm splink mcp-server fellegi-sunter
  • Updated Jul 31, 2026
  • Python

youredik / unified-drug-catalog

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Эталонная реализация разрешения тождества по разнородным выгрузкам поставщиков: нормализация, вероятностный матчинг Fellegi–Sunter, провенанс по полям, воспроизводимый каталог. TypeScript · Node 24 · PostgreSQL 18 · Drizzle · pg-boss. Портфолио-проект, данные вымышленные.

nodejs typescript record-linkage entity-resolution postgresql domain-driven-design monorepo data-engineering property-based-testing hexagonal-architecture testcontainers deduplication pnpm data-quality data-provenance pg-boss transactional-outbox drizzle-orm fellegi-sunter
  • Updated Jul 29, 2026
  • TypeScript

StephenSook / attest

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The phone agent that refuses to guess. One disclosed verification call per healthcare directory listing: every answer cites its verbatim transcript span, reconciliation shows its arithmetic, and a conformal gate abstains rather than guess. CALL-E hackathon, Sep 2026.

react python typescript hackathon record-linkage healthcare calibration ed25519 uncertainty-quantification expo conformal-prediction fastapi voice-ai abstention provider-directory outbound-calling agent-skill fellegi-sunter call-e ghost-networks
  • Updated Jul 29, 2026
  • Python

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