Chestnut Ridge is a ridge located in Bledsoe County, Tennessee. It appears on the Sampson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,788.06 feet (545.00 m) above sea level. The nearest populated place is Sampson, approximately 2.2 miles to the NE.