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In July 2016, Google released their Cloud Natural Language API; multilingual entity extraction sounded like a fun thing to play with and it was cheap. This led to a series of experiments to derive a usable prototype for NLP integration with threat intelligence. This presentation will explore the use of NLP in Threat Intel and demonstrates findings from its use against the Virus Total platform.