{"type": "article", "title": "Evidence-State Reliability Under Controlled Degradation: Parser-Validity Divergence in a Multi-Stage LLM Pipeline", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/evidence-state-reliability-under-controlled-degradation-parser-validity-in-a-llm", "original_source": "https://arxiv.org/abs/2608.21559", "published": "2026-08-25T04:00:00+00:00", "accessed": "2026-08-25", "id": "evidence-state-reliability-under-controlled-degradation-parser-validity-in-a-llm"}