Chain Gang Hollow is a valley located in Fannin County, Georgia. It appears on the Mineral Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,624.02 feet (495.00 m) above sea level. The nearest populated place is Williamstown, approximately 1.0 miles to the WNW.