Pelahatchie Creek is a stream located in Rankin County, Mississippi. It appears on the Madison USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 259.76 feet (79.17 m) above sea level. The nearest populated place is Timber Lakes, approximately 1.5 miles to the ESE.