Whetstone Ridge is a ridge located in Sevier County, Tennessee. It appears on the Wear Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,870.08 feet (570.00 m) above sea level. The nearest populated place is Park Settlement, approximately 1.4 miles to the SSW.