Township of Mount Olive is a civil located in Macoupin County, Illinois. It appears on the Gillespie South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 643.00 feet (195.99 m) above sea level. The nearest populated place is White City, approximately 0.5 miles to the W.