Penitentiary Hollow is a valley located in Wayne County, Kentucky. It appears on the Parmleysville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,027.83 feet (313.28 m) above sea level. The nearest populated place is Mount Pisgah, approximately 2.1 miles to the SE.