Gulf Hollow is a valley located in Edmonson County, Kentucky. It appears on the Brownsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 431.81 feet (131.62 m) above sea level. The nearest populated place is Segal, approximately 1.4 miles to the SW.