The Copy Ceiling: An Input-Exposure Control for Ontology-Grounded Generation over Curated Corpora

John J. O'Hare

We built a node that grounds a replaceable language model in a maintained ontology corpus, then asked what its successful-looking evaluation could support. Across ten models, groun…