That's actually a perfect example. Any problem that involves cards assumes you know what cards are, what the suits are, how many of each there are, etc. That's cultural knowledge not everyone has, and often breaks down by race.

So yes, you could learn it, but the kids who grew up playing cards with their family have a distinct advantage on that question.