1. A method for providing contextual information regarding semantic entities included in a page of content, the method comprising: displaying to a user a page of content including one or more semantic entities; identifying, by a processor, the included one or more semantic entities; and receiving input from the user indicating a desire to receive contextual information regarding a specific one of the identified semantic entities.