A method for multiple entity merge in a content sharing platform is disclosed. The method includes identifying two or more entities associated with an object of a social network. The method further includes, for each of the identified two or more entities, determining an affinity score between the entity and a user to which the object is presented on the social network. The method also includes applying a function to the determined affinity scores to generate a combined affinity score for the object.