GraphRAG for Scientific Literature Review

GraphRAG for literature review: Extract entities (authors, methods, datasets, findings) and relationships (cites, extends, contradicts) from papers. Build citation-augmented knowledge graph. Identify research clusters via community detection. Enable queries like 'What methods have been proposed for X?' and 'How does paper A relate to paper B?'. Benefits: 10x faster review, discovers non-obvious connections.