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Knowledge Challenge

A friend thinks you can answer this question about AI Knowledge Graph

Your team built a knowledge graph with 180 entity types and 400 relationship types after 8 months of ontology design. Production rollout shows the graph is sparse — most extracted entities only have 1-2 connections, and 70% of LLM queries get better results from plain vector RAG. What's the most likely root cause?