Setting up a stupid question just to deliver a pun as a punchline is 100% a dad joke in my book.

I’m interested to hear what you think is required for a joke to be a dad joke.

Dad jokes are classically built around puns, as is the case here.

Setting up context doesn’t make this a knock knock joke.