I think more likely they are just housing compounds for oil field/farm workers. Many people in Saudi live in compounds....including myself many years ago.
4-5 Prisons in the Desert of Saudi Arabia ?
This might be NATO prisons in the middle of NoWhere but close to international operations ! ?
The presence of so many irrigated field supports the worker idea.