AI RESEARCH

Structured Linked Data as a Memory Layer for Agent-Orchestrated Retrieval

arXiv CS.AI

ArXi:2603.10700v1 Announce Type: cross Retrieval-Augmented Generation (RAG) systems typically treat documents as flat text, ignoring the structured metadata and linked relationships that knowledge graphs provide. In this paper, we investigate whether structured linked data, specifically Schema.org markup and dereferenceable entity pages served by a Linked Data Platform, can improve retrieval accuracy and answer quality in both standard and agentic RAG systems.