Ontology-Grounded, Reasoner-Verified Benchmarks for Evaluating LLM Reasoning in Scientific AI

arXiv:2610.00682 · cs.AI, cs.LG · Submitted 2026-09-30 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes
• Ontology — 1× in this paper · explained in 2 episodes

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