CodeGraph: Semantic Annotation of Source Code via Wikidata
September 23, 2026
CodeGraph uses a code-specialized LLM and a three-stage linking procedure to build an open-taxonomy knowledge graph from software repositories. It grounds extracted engineering patterns and algorithms in Wikidata through deterministic SPARQL and a Deep Research Agent.
HOW THIS AFFECTS YOU
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researcherThis offers a method for transitioning from syntactic code analysis to semantic, knowledge-grounded engineering insights.