Named entity recognition detects the usage of words and nouns in sentences to extract information about persons, organizations, locations, and so on. This gives important contextual information on the actual content of the documents rather than just treating words as the primary entities.

Stanford NLP and OpenNLP have implementation for NER algorithms.