Penitentiary Branch is a stream located in Franklin County, Kentucky. It appears on the Frankfort East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 474.51 feet (144.63 m) above sea level. The nearest populated place is Frankfort, approximately 1.2 miles to the S.