the exact rules depend on a number of factors
Except we already know the gift exceeds the annual exclusion amount because more than that was withdrawn for the down payment, it is a non-spouse relationship (parent/child), and the original account holder contributed the funds. So it's sort of a no-brainer that a 709 should be filed.
