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GoldenMatch – Entity resolution with LLM scoring, 97% F1, no Spark

GoldenMatch – Entity resolution with LLM scoring, 97% F1, no Spark

Mohamed Koch by Mohamed Koch
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Mar 22, 2026 Developer Tools

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GoldenMatch – Entity resolution with LLM scoring, 97% F1, no Spark

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GoldenMatch is an entity resolution tool that utilizes large language models (LLMs) for scoring, achieving a high F1 score of 97%. It is designed to operate without Apache Spark, providing a more lightweight solution for entity resolution tasks. The open-source tool is available on GitHub for developers to implement and customize.

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