SOURCE-LINKED INTELLIGENCE
CodeGraph: Open-Taxonomy Knowledge Graph for Source Code with Wikidata Grounding
Public software repositories, like GitHub and Software Heritage Archive, store billions of files, yet extracting their implicit engineering knowledge ---i.e., the algorithms they implement, the paradigms they follow, the patterns they instantiate, and the application domains they serve--- remains challenging, as current tools are constrained to syntactic and token-level analysis. We present a pipeline for building an open-taxonomy semantic annotation of source code using a code-specialised Large Language Model. The extracted entities are grounded in Wikidata through a three-stage linking proce
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-24T12:31:05.000Z
First collected: 2026-09-25T06:12:46.948Z. This is not the publication date.