During World War I, Cornplanter enlisted in the US Army in 1917 and served in Europe.
Because Jesse Cornplanter left no heirs, his death in 1957 marked the official expiration of a treaty granting Cornplanter's heirs a perpetual Pennsylvania land grant of about 1500 acres along the Allegheny River.