Josiah J. Holleman, born in 1785, came to this area from Virginia circa 1846 with his wife, Jane (Jennie) Elliot Holeman, and their children. He was buried on his family's land here in 1862, and in 1869 his wife was buried beside him. The cemetery gradually came to serve the community, known as Oak Flat or Oak Flats. Cam Lyles later donated additional land for the graveyard, which was expanded with land purchased from Ludie Lyles McAlister. The community, which served as a mail route from Mount Enterprise, at one time supported a post office under the name Lyle, as well as a school, general store, and church. Its numerous gravestones preserve the names of several generations of area families, including Chapman, Garrett, Griffith, Ham, Holeman, Lyles, Vaughn, and Woolverton. War veterans, including Josiah Holeman, who served in the War of 1812, are also interred here. The cemetery is maintained by an association, which holds an annual homecoming for the community and descendants of those buried here to gather and celebrate the area's rich history.