Red Elephant Gulch is a valley located in Blaine County, Idaho. It appears on the Richardson Summit USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,714.73 feet (1,741.85 m) above sea level. The nearest populated place is Bullion, approximately 2.2 miles to the ENE.