Theory

Background This blog post discusses the reasoning process I went through while addressing a particular problem in entity matching. Although libraries exist to address this task, my focus here is on the conceptual questions that arise during problem solving. Entity Ambiguity In principle, entity matching should not involve ambiguity. Ambiguity may occur in relations (triplets), but not in the entities themselves. The following discussion focuses on the notion of semantic ambiguity. ...