Bullet Hole is a pillar located in Ulster County, New York. It appears on the Seager USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,918.87 feet (889.67 m) above sea level. The nearest populated place is Frost Valley, approximately 3.7 miles to the ESE.