During ingestion, your GraphRAG parser extracts "AAPL", "Apple Inc.", and "Apple" as separate nodes.
Why is this entity duplication fatal for your retrieval pipeline, and what are the trade-offs of using an LLM to resolve these duplicates at extraction time vs. running a post-processing vector clustering step?