How does the LLM know what the "nonsensical" (I think you meant irrelevant) parts are? It requires world knowledge to know. And in any case, I'm pretty sure the AI is built to think that all the parts of a query are relevant.

Well how is a tricky question. But if you try it, you will see that it can indeed do it.