Township of Cleveland is a civil located in Whitley County, Indiana. It appears on the South Whitley West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 830.05 feet (253.00 m) above sea level. The nearest populated place is South Whitley, approximately 1.7 miles to the N.