Purnell Creek is a stream located in Rankin County, Mississippi. It appears on the Sharon SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 310.15 feet (94.53 m) above sea level. The nearest populated place is Eureka, approximately 2.4 miles to the ESE.