The community of Octagon obtained its name from the Bethlehem Baptist Church. The first building for this church was an octagonal structure, built by George Washington Barkley and his sons after the American Civil War. At one time the community also had a Methodist church, a two-story school, general store, cotton gin, and grist mill. Only the Baptist church remains. Octagon has been noted for its unusual place name.