Have you compared any of the commercial entity recognition APIs to Polyglot? I tried a couple for <a href="https://www.findlectures.com" rel="nofollow">https://www.findlectures.com</a>, and OpenCalais might be appropriate to your use case, because it seemed to be good at finding company/people names.