Claude pipeline builds an open curriculum graph with 1,590 concepts and 3,221 edges
bruhagan · reddit · 2026-07-23
A team used a pipeline of Claude agents to turn seven US and UK national curricula into an open knowledge graph of primary-school learning.
- Scale: 1,590 teachable concepts and 3,221 prerequisite edges
- Method: each edge includes a one-line reason, and edges are graded as hard or soft
- Verification: humans reviewed the graph, prioritizing high-centrality nodes first
- Caveat: the team says structural validity is easier to check than semantic correctness, which is why they open-sourced it
They also shared the exploration site and the dataset on GitHub, and asked how others would verify such a graph at scale.
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