  In this paper we discuss the meaning of the Schnakenberg formula for entropy
production in non-equilibrium systems. To this end we consider a
non-equilibrium system as part of a larger isolated system which includes the
environment. We prove that the Schnakenberg formula provides only a lower bound
to the actual entropy production in the environment. This is also demonstrated
in the simplest example of a three-state clock model.
