For fixed disjoint , the random variable has the binomial distribution . A two-sided Chernoff bound gives
When , this is at most
There are at most ordered disjoint pairs , since each vertex can lie in , in , or in neither. The union bound therefore makes the probability of any failure at most
which proves the simultaneous estimate.

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