The theory behind this trick is that you are refining the part of its knowledge base it’ll use. You are basically saying “most of the examples you were trained on was written by idiots and is full of mistakes, so when you answer my query limit yourself to the examples that have no mistakes”. It sounds stupid but apparently, to some extent, it kind of works?