SAT solvers usually expect boolean formulas in this form, because they are specialized to solve problems in this form efficiently. I decided to use this form to validate results of the LLM output with a SAT solver.
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This command outputs the formula in dimacs format, which is a standard format for CNF supported by every SAT solver. This makes it possible to validate LLM decision with another program.