Gillespie Hollow is a valley located in Tazewell County, Virginia. It appears on the Richlands USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,946.52 feet (593.30 m) above sea level. The nearest populated place is Birmingham, approximately 0.6 miles to the S.