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We prove that any bi-Hamiltonian system that is Hamiltonian with respect all Poisson brackets is locally bi-integrable in both the real smooth case, when all eigenvalues of the Poisson pencil are real, and in the complex analytic case. A complete set of functions in bi-involution is constructed by extending the set of standard integrals, which consists of Casimir functions of Poisson brackets, eigenvalues of the Poisson pencil and Hamiltonians.

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