Cave Ridge is a ridge located in Johnson County, Tennessee. It appears on the Doe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,497.38 feet (1,066.00 m) above sea level. The nearest populated place is Neva, approximately 2.1 miles to the ESE.