NERILY appears to be closed source and only usable on a subscription pricing model. It appears to be similar to zemanta.com - unless I am mistaken and this is also available as a library?
It is indeed closed source and available as a NLP as a Service model, what we do have instead is a quick-to-deploy ReST API, with JSON output, and even a chrome extension to train your own dictionary.
