Born John Cecil Pringle in Logan, Utah, to stock company actor parents, John Pringle (1865-1929) and Ida Apperly Gilbert (1877-1913), he struggled through a childhood of abuse and neglect.
Gilbert first found work as an extra with the Thomas Ince Studios, and soon became a favorite of Maurice Tourneur, who also hired him to write and direct several pictures.