Whitehearst Cave Spring is a spring located in Franklin County, Tennessee. It appears on the Franklin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 873.11 feet (266.12 m) above sea level. The nearest populated place is Chestnut Hill, approximately 0.6 miles to the SSE.