Castle Rock Creek is a stream located in Malheur County, Oregon. It appears on the Beulah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,555.93 feet (1,083.85 m) above sea level. The nearest populated place is Beulah, approximately 6.9 miles to the SSE.