1. A method to estimate initial publication information based on social media context analysis, comprising: receiving via a user interface, a search string associated with an object; searching, by a processor, for one or more documents having a title that matches the search string and publication information associated with the one or more documents, the publication information comprising at least one or more authors and publication dates; searching, by the processor, for the one or more documents that contain the search string within the content of the one or more documents and the publication information associated with the one or more documents using a natural language processing technique, responsive to not finding the one or more documents having the title that matches the search string; searching, by the processor, social media data for information associated with the search string, topic associated with the search string, and the one or more documents and the publication information; and resolving, by the processor, the one or more documents and the publication information associated with the one or more documents and the information found in the social media data using an artificial intelligence technique; generating a report comprising the publication information; and presenting the report on the user interface.