The hobbit is a mythical creature .
The films also expand upon certain elements from the novel and other source material , such as Gandalf 's investigation at Dol Guldur , and the pursuit of Azog and Bolg , who seek vengeance against Thorin and his ancestors .
The Hobbit -LRB-film series-RRB-