As a slave youth, Louis Nelson had accompanied his master James Oldham's sons as a servant when they went to war from their plantation. He eventually became part of Company M, 7th Tennessee Cavalry Regiment of the Confederate Army, first working as a cook. The regiment was one of many Confederate cavalry formations that fell under the overall command of the noted Confederate cavalry general Lieutenant General Nathan Bedford Forrest.