1. A computer-implemented process for building a classifier for associating an entity with a document, comprising: accessing a dictionary that maps entities to related terms; partitioning the dictionary by entity names to provide a set of partitions, each partition relating to an entity name; estimating a probability that an entity having the entity name for a partition is not represented in the dictionary; and creating a classifier for the partition including the estimated probability.