A normal reaction to not believing a lie about a person you have an acquaintance with, is to just not engage with the thing you don't believe. Like, if I heard someone say "Mike hits their kids" and then Mike said "no i didn't hit my kid, they hit themselves and I picked them up" I'd just forget it.