Page "Hamiltonian mechanics" Paragraph 18

Now the time-derivative of the momentum p equals the Newtonian force, and so here the first Hamilton equation means that the force on the particle equals the rate at which it loses potential energy with respect to changes in its location.

( Force equals the negative gradient of potential energy.