Your question is Self-Supervised Objective Design. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Walk me through how you would design a self-supervised learning objective for a dataset where the underlying ground truth is partially unknown.