In the opening montage (set in 1899), Eric's father is seen wearing a wrist watch. Athough similar watches were starting to be used by various militaries around that time, they were not widely sold on the civilian market until after the First World War.
The film takes place in 1914 but shows the Chrysler Building in New York City. The Chrysler Building was completed in 1931.