Chalk Bluff Spring is a spring located in Eddy County, New Mexico. It appears on the Lake McMillan North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,355.36 feet (1,022.71 m) above sea level. The nearest populated place is Illinois Camp, approximately 4.3 miles to the ESE.