 The post office took its name from the Jumbo Asphalt Company, a prominent local employer.Prior to Oklahoma's statehood, Jumbo was located in Jack's Fork County, a part of the Pushmataha District of the Choctaw Nation, in the Indian Territory.Jumbo was blessed by abundant natural resources, including asphalt.