Penitentiary Cove is a valley in northwest Lumpkin County in the U.S. state of Georgia, in the ChatahoocheeâÂÂOconee National Forest.
Penitentiary Cove was so named because of its rugged terrain, which figuratively confines a visitor like a penitentiary.
West Fork Montgomery Creek runs through the valley.