Curup Spring is a spring located in Baker County, Oregon. It appears on the Rail Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,299.22 feet (1,615.20 m) above sea level. The nearest populated place is Unity, approximately 7.7 miles to the ESE.