For distinct indices put arcs in both directions whenever . If is not an outgoing neighbour of , every variable determining lies outside . The entire family of such events is measurable with respect to variables outside , whose sigma-algebra is independent of the variables inside . Thus is independent of their whole generated sigma-algebra, establishing the required dependency graph of events. This justifies joint independence rather than just checking each pair.
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