Entity Extraction service allows developers to see which entities are mentioned in the text, and get links to their counterparts in the knowledge graph. Hosted service can link only to Wikidata while the locally deployable version allows use of the custom knowledge graphs as well.
It’s an early preview and we are eager to hear from you. Tell us what you liked and what not, and let us know about the bugs. Looking forward to your feedback!