Linking, mapping, and clustering entity records in information-based solutions for business and professional customers

This is a position paper that describes a number of use cases and their corresponding evaluation metrics. We discuss three types of resolution problems: linking entity mentions in text to records in a database, mapping records in one database to those in another database, and clustering records in a single database. The use cases arose at the Thomson Corporation and the systems developed support a number of products.