Sulphur Creek is a stream located in Coal County, Oklahoma. It appears on the Coalgate USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 593.83 feet (181.00 m) above sea level. The nearest populated place is Phillips, approximately 1.5 miles to the W.