Palestine is a city in and the seat of Anderson County in the U.S. state of Texas. It was named for Palestine, Illinois, by preacher Daniel Parker…Palestine is a city in and the seat of Anderson County in the U.S. state of Texas. It was named for Palestine, Illinois, by preacher Daniel Parker, who had migrated from that town.