August 25, 2026· ~5 min readGraph Construction from Text with LLMs: The Bottleneck Hiding in Your GraphRAG Stack GraphRAG post-mortems almost always blame retrieval. They are looking in the wrong place. The accuracy ceiling in a graph-augmented system is set *up