I always assume they believe you are lying.
They are willing to risk the “ok cya here’s my 2 weeks” to never suffer the “lol I made that shit up thanks for the big raise”
In which case, who cares? If the person can do the job and is happy to do it for $5k less than a new hire and no training is required, you could be Pinocchio for all I care.