When is a Sole, not a Sole? When it’s a Lemon Sole! Yes, Lemon Sole actually belongs to the same family as the Fine Halibut. We love these fish and they are wonderfully affordable too. We roast them whole with a brown butter (Beurre Noisette in cheffy speak) with a few capers, shrimp and a big squeeze of Lemon, obviously.