July 21, 2026· ~3 min readC2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs # C2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs Knowledge graphs in production are never perfect. They contain spurious edges, mi