I used z3 theorem prover to assess LLM output, which is a pretty decent SAT solver. I considered the LLM output successful if it determines the formula is SAT or UNSAT correctly, and for SAT case it needs to provide a valid assignment. Testing the assignment is easy, given an assignment you can add a single variable clause to the formula. If the resulting formula is still SAT, that means the assignment is valid otherwise it means that the assignment contradicts with the formula, and it is invalid.
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В конце сентября прошлого года министр энергетики России Сергей Цивилев заявил, что только половина суммарных запасов нефти в России является рентабельной с точки зрения геологоразведки.
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He also told Ball he may go back into the recording studio to work on "some things that are half-formed or were never finished".
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