Explanation

Buffalo stands on Lake Erie, Milwaukee on Lake Michigan and Toronto on Lake Ontario — all correctly matched. Detroit, however, sits on the Detroit River at the western end of Lake Erie, not on Lake Superior, which lies far to the north-west. Detroit–Superior is therefore the wrongly matched pair.