Claude-Generated Knowledge Graph Maps 1,590 Primary School Learning Concepts

An agentic pipeline using Claude transformed seven US and UK national curricula into an open-source knowledge graph containing 1,590 concepts and 3,221 prerequisite edges. The dataset includes one-line reasoning for each edge and uses a soft/hard grading system to mitigate AI hallucination in dependency logic.