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.
春节假期全国铁路发送旅客 1.21 亿人次，创历史新高
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Creepy-Discount-2536
第三十一条 有下列行为之一的，处十日以上十五日以下拘留，可以并处二千元以下罚款；情节较轻的，处五日以上十日以下拘留，可以并处一千元以下罚款：，更多细节参见搜狗输入法2026
（二）违反规定，在场内燃放烟花爆竹或者其他物品的；
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