FICO: Web Person Disambiguation Via Weighted Similarity of Entity Contexts

Entity disambiguation resolves the many-to-many correspondence between mentions of entities in text and unique real-world entities. Fair Isaac's entity disambiguation uses language-independent entity context to agglomeratively resolve mentions with similar names to unique entities. This paper describes Fair Isaac's automatic entity disambiguation capability and assesses its performance on the SemEval 2007 Web People Search task.