Entity Resolution Strategy Selector

Choose HOW to decide when two records are the same real-world entity — EVIDENCE-BASED resolution (deterministic feature-by-feature scoring with explainable evidence and culturally-robust rules) vs GENERALIZATION-BASED AI (LLM statistical similarity, nondeterministic, post-hoc rationalization) — per Ch3 "Entity Resolution: The Foundation of Agent Knowledge". Scores a six-factor requirement profile and picks evidence-based, generalization-AI, or a hybrid; ships a deterministic matcher that scores name/address/phone similarity into an explainable confidence, classifies the resulting graph edge, and flags the edge cases naive matching misses. Use when standing up entity resol…