Grounded and Faithful P&ID Reasoning: Constraining Vision-Language Models with Recovered Evidence Graphs.

arXiv:2609.05880v2 Announce Type: replace-cross Abstract: Piping and Instrumentation Diagrams (P&IDs) are the authoritative maps of process plants: isolation, maintenance, and HAZOP decisions depend on what connects to what. Vision-language models describe the