Possibility of Entanglement of Purification to Be Less Than Half of the Reflected Entropy

In recent work, Akers et al. [arXiv:2306.06163] proved that the entanglement of purification Ep(A : B) is bounded below by half of the q-Renyi reflected entropy S(q) R (A : B) for all q 2, showing that Ep(A : B) = 1 2 S(q) R (A : B) for a class of random tensor -network states. Naturally, the authors raise the question of whether a similar bound holds at q = 1. Our work answers that question in the negative by finding explicit counterexamples, which we arrive at through numerical optimization. Nevertheless, this result does not preclude the possibility that restricted sets of states, such as conformal field theory states with semiclassical gravity duals, could obey the bound in question.