For any value of the slowly varying field H, the free energy (log-probability) is a local analytic function of H and its gradients. The free energy F (H) is defined to be the sum over all Ising configurations which are consistent with the long wavelength field. Since H is a coarse description, there are many Ising configurations consistent with each value of H, so long as not too much exactness is required for the match.