Clemens was actually a deserter from a Confederate militia company in his home town area of Missouri in 1861. It was the basis of his story "The Short History of a Private Campaign That Failed".
The scene where Clemens receives an honorary degree from Oxford University in 1907 was the recreation of an event that C. Aubrey Smith, who plays the Oxford Chancellor, actually witnessed.