Castle Rock is a pillar located in Harding County, South Dakota. It appears on the Ladner SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,318.36 feet (1,011.44 m) above sea level. The nearest populated place is Karinen, approximately 5.9 miles to the WNW.