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When you say that the surface charge density is given by the normal component of the electric field, you are assuming the field is zero outside the surface. Similarly if you take the potential itself to be zero outside the surface, then the other term can be interpreted as the electric dipole layer necessary to give the discontinuity in potential required by your boundary conditions.