Factual errors: Depicts a Southern Pacific Railway "cab-forward" steam locomotive hauling a passenger train. That model locomotive was used in freight service only.
Anachronisms: This movie begins in 1916 with no flashbacks. Yet at one point there is a newspaper headline about the sinking of the Lusitania which occurred in 1915.