Gilstrap Township is a township in Adams County, North Dakota, United States. As of the 2010 census, its population was 20. Gilstrap Towns…Gilstrap Township is a township in Adams County, North Dakota, United States. As of the 2010 census, its population was 20. Gilstrap Township has one unincorporated community, Petrel.