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Non-transitive dice
This is cool. What makes it easier to understand is if you think of it as rock-paper-scissor, but with three rocks of different ranks (the 4, 5, and 6). Even then, it is surprising that you can arrange the probabilities so that each die can lose to one other and beat one other.