Factory Hollow is a valley located in Hardin County, Tennessee. It appears on the Pickwick USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 415.07 feet (126.51 m) above sea level. The nearest populated place is Gibbs (historical), approximately 0.5 miles to the WNW.