{"type": "article", "title": "Ontology-Amplified Distillation and Contextuality Auditing for Sovereign Enterprise Language Models: A Combined Proof-of-Mechanism and Negative-Results Method Study", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ontology-amplified-distillation-and-contextuality-auditing-for-sovereign-models", "original_source": "https://arxiv.org/abs/2607.11948", "published": "2026-07-15T04:00:00+00:00", "accessed": "2026-07-15", "id": "ontology-amplified-distillation-and-contextuality-auditing-for-sovereign-models"}