Comprehensive evaluation of entity extraction APIs
blog.viewchange.org
LinkTV did a comprehensive test to determine how OpenCalais, Zemanta, Evri, Alchemy, Yahoo APIs and others perform tasks of 'content understanding' such as named entity extraction, related content search, image search, etc.