Skip to main content
goldenmatch is an entity-resolution engine, not a KG builder. KG pipelines ingest text, extract entities and relationships, resolve and dedupe the entities, then write a graph. goldenmatch-kg drops goldenmatch in as that resolve stage, wherever a framework exposes a seam for it.

The three integrations

Why a separate package

Each framework wants a different object shape, and each pulls a heavy dependency tree. Keeping the adapters here means GoldenMatch itself stays framework-agnostic and dependency-light, while the integrations can track each framework’s API on their own schedule.

Choosing between this and GoldenGraph

  • Adopting an existing KG pipeline? Use goldenmatch-kg — it improves the resolve stage of a pipeline you already have.
  • Building the pipeline yourself? Use GoldenGraph, which owns the whole path and stores the result bi-temporally.