Compositions of user, mention, and entity The distributed representations of users, mentions, and entities offer additional information that is useful for improving entity disambiguation capability.
we explore the information by making two assumptions: socially connected users are interested in similar entities (entity homophily), and semantically related mentions are likely to be linked to similar entities.