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Had it not been for means you're only saved because of something else. Otherwise you'd be dead or in trouble.
Had it not been for my mom texting me, I'd have missed the fire alarm and burned the house down.
Had it not been for my dog barking, the thief would've stolen my wallet and my dignity.
Had it not been for my friend telling me the test was easy, I would've cried during the whole thing.