I forgot she had said that lie until he rushed her. I see where the title is really coming into play. He's gonna be upset he didn't make her his daughter, but by golly he's gonna make her his daughter-in-law!
By now the duke should have known from the beginning Ellie never did actually use the fake medicine. But I guess he's starting to like her too much not to worry.