SocioRAG: Retrieval Built for Reading Social Dynamics, Not Just Documents

Say you have two thousand pages of reporting on a contested election, a conflict, or a corruption case. You ask an ordinary retrieval system: "what does this corpus say about voter intimidation?" It f