Rock House Spring is a spring located in Doña Ana County, New Mexico. It appears on the Bear Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,590.55 feet (1,704.00 m) above sea level. The nearest populated place is Organ, approximately 8.5 miles to the SSW.