In one embodiment, a method includes determining that media content being viewed by a user comprises a plurality of entities, accessing information indicative of the plurality of entities, and querying a social graph of the social-networking system for social content associated with each of the plurality of entities and one or more other users of the social-networking system. The social graph includes user nodes that are each associated with a particular user of the social-networking system. The method further includes providing at least a portion of the queried social content from the social graph for display along with the information on a display device of the user.