Coal Mine Coulee is a valley located in Chouteau County, Montana. It appears on the Big Sandy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,753.35 feet (839.22 m) above sea level. The nearest populated place is Big Sandy, approximately 4.4 miles to the WSW.