When Graph Retrieval Fails to Transfer

A typed relation graph raised synthetic multi-hop recall@10 from 0.325 to 0.800. On a small LongMemEval sample, it fell below BM25. An early research note on benchmark-shaped wins, real dialogue, and what failed next.