Since this will be my new home course, I'd rather it not have some awkward moniker.
Stocksdale park DGC sounds just fine to me. No need to complicate things.
Unless the Pinky Memorial is still on the table. Then that, of course. But otherwise, just Stocksdale Park DGC gets my vote.