PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Entity Extraction
Novel approach improving GraphRAG entity extraction through optimized prompt engineering and structured output.
arXiv2025
PROPEX-RAG introduces improved entity extraction methodology including optimized prompt templates that increase recall by 25%, structured JSON output schemas reducing errors by 40%, iterative refinement loops, and confidence scoring for entities and relationships.
Tags
entity-extractionprompt-engineeringenhanced-graphragstructured-output