Constraint on Primal and Dual variables

Question

I have an LP problem, let $x$ denote the decision variables of the Primal and $y$ denote the decision variables of the Dual.

Then, I have an additional constraint: $g(x,y) \leq 0$

Does anyone have an idea how to approach this kind of problem?

Thanks very much!