AI RESEARCH
Knowledge Graphs as the Missing Data Layer for LLM-Based Industrial Asset Operations
arXiv CS.AI
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ArXi:2605.26874v1 Announce Type: cross LLM-based agents for industrial asset operations show limited accuracy when reasoning over flat document s. AssetOpsBench (KDD 2026) establishes that GPT-4 agents achieve 65% on 139 industrial maintenance scenarios backed by CouchDB, YAML, and