WEBwww.gptx.org. Grand Prairie is a city in the U.S. state of Texas, located in Dallas, Tarrant, and Ellis counties. [5] It is part of the Mid-Cities region in the Dallas–Fort Worth metroplex. It had a population of 175,396 according to the 2010 census, making it the fifteenth most populous city in the state. [6]