My boyfriend may have cheated on his ex girlfriend with me. Do relationships like these last?

I believe they were indeed broken up but she keeps insisting they are still together. I've been warned she's crazy. His story checks out but I wonder if I can trust him. Advice?
My boyfriend may have cheated on his ex girlfriend with me. Do relationships like these last?
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