Noboru Otsuka

A Systematic Comparison of RAG Architectures for Geographic POI Question Answering Using OpenStreetMap Data

It is suggested that, in dense-urban POI settings where coordinates are reliable, the marginal benefit of explicit graph edges shrinks for coordinate-computable relationships, while structured spatial processing complements vector retrieval.