 As we have seen, Lewis builds transitivity into causation by defining causation in terms of chains of causal dependence. However, a number of alleged counter-examples have been presented which cast doubt on transitivity. (Lewis 2004a presents a short catalogue of these counterexamples.) Here is a sample of two counterexamples.