The Chaco War ( 1932–1935 ; , ) was fought Hostile_encounter between Bolivia and Paraguay over control Control of the northern part of the Gran Chaco region ( known Know in Spanish as `` Chaco Boreal '' ) of South America , which was thought Know to be rich in oil .