Eli was the son of James and Dicey A. Pritchard Sanders. He and his family moved from Georgia about 1868, with three brothers, John, Marion, and William. He married Matilda Millie Wade, who was a cousin, about 1871. They lived near Vimy Ridge, Arkansas. They had six known children.