Castle Rock Gulf is a valley located in Dade County, Georgia. It appears on the New Home USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 823.49 feet (251.00 m) above sea level. The nearest populated place is Cole City, approximately 0.4 miles to the ESE.