Take with . Write and ; then . Hence
belongs to . All four values of lie in the same affine subspace , and their coefficients in sum to zero, so . The hypothesis gives , precisely the additive-quadruple identity required of a Freiman homomorphism. This is the second-difference obstruction to a Freiman homomorphism.
Let and let
For each fixed first coordinate , the second coordinates occurring in are values of , of which there are at most . Therefore
The difference-set form of the Plünnecke-Ruzsa inequality now gives
Every has the form
so . Consequently
The set on the left has exactly elements, since its fiber over each is . It follows that
and hence .
Choose so that
and take a uniformly random codimension- subspace . Each fixed nonzero vector lies in with probability at most . The union bound gives
Thus some satisfies .
For a uniformly random coset of this , every value lies in with probability . Therefore
so some coset has inverse image of density at least
Part i says that is a Freiman homomorphism, proving the large Freiman-homomorphic restriction from bounded derivative images.

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