We consider an inverse problem for the Boltzmann equation on a globally hyperbolic Lorentzian spacetime with an unknown metric . We consider measurements done in a neighbourhood of a timelike path that connects a point to a point . The measurements are modelled by a source-to-solution map, which maps a source supported in to the restriction of the solution to the Boltzmann equation to the set . We show that the source-to-solution map uniquely determines the Lorentzian spacetime, up to an isometry, in the set . The set $I^+(x^-)\cap I^-(x^+)x^-$ and the past of the point , and hence is the maximal set to where causal signals sent from can propagate and return to the point . The proof of the result is based on using the nonlinearity of the Boltzmann equation as a beneficial feature for solving the inverse problem.

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