Don't discard entity match probabilities in knowledge graphs

Entity resolution pipelines often discard match probabilities after thresholding, losing valuable confidence information. A developer shows how retaining Splink scores as edge properties in a knowledge graph improves retrieval quality. The approach preserves uncertainty for downstream Graph RAG systems.