Can't understand any "confusion", they are both in the same property!
Geography aside, the Cafe Madison is a pretty nice, sophisticated, restaurant. Wd have eaten there quite a few times and the food is, in my opinion at least, very good to excellent.
As it happens, the Madison Pub has pretty good food too. The choices are better than one would find in many "fine dining" establishments!
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