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Is that $4700/mo net pay? Or do they have to pay tuition fees out of that?

If you're paying tuition for your PhD, you're getting scammed.

Is this true for arts and letters as well (non-STEM)?

Generally speaking PhD students do not pay tuition, they are given a stipend and so there are no tuition fees.