ProvMind achieves 52.84% accuracy on a strict dual-OOD split for seven process-reasoning tasks by retrieving analogous processes from MatPROV graphs and applying provenance-aware compatibility scoring.
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ProvMind: Provenance-grounded reasoning for materials synthesis
ProvMind achieves 52.84% accuracy on a strict dual-OOD split for seven process-reasoning tasks by retrieving analogous processes from MatPROV graphs and applying provenance-aware compatibility scoring.