The fact that PE guy spent time looking up the son means he already had a vibe something was off about "Joe".
So while I agree that if you lie about small things I'd think you'd also lie about large things - I'm not sure it'd be backed by data, like much of pop-psychology. So I think the lesson here is to listen to your gut for red flags rather than evaluate someone based on some list of features.