# benseverndev-oss/goldenmatch

<https://repo.masters-masters.com/en/repos/benseverndev-oss/goldenmatch>

[Home](https://repo.masters-masters.com/en) › [benseverndev-oss](https://repo.masters-masters.com/en/owners/benseverndev-oss) › [goldenmatch](https://repo.masters-masters.com/en/repos/benseverndev-oss/goldenmatch)

benseverndev-oss/goldenmatch has 135 stars on GitHub. Its RepoMasters card: Prototype tier. Zero-config entity resolution feeding a durable identity layer…

| Field | Value |
| --- | --- |
| Owner | [benseverndev-oss](https://repo.masters-masters.com/en/owners/benseverndev-oss) |
| Stars | 135 |
| Forks | 17 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2026 |
| Topics | data-engineering, data-quality, deduplication, entity-resolution, fuzzy-matching, llm, polars, python, record-linkage, pprl |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [benseverndev-oss/goldenmatch](https://github.com/benseverndev-oss/goldenmatch) |

## Repository

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.