The statement is false, but the statement is only that the argument given entails the conclusion, not that the conclusion is true. The entailment, if successful, is what makes the conclusion true. That the argument doesn't entail the conclusion says nothing about the conclusion, only about the entailment. I'm still not understanding your point.
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