What does L.L stand for ? How do they conclude that L.L is Laura Lyons ?

L.L. is obviously Laura Lyons. On his way back, Dr. Mortimer intercepted him. The man was driving a dog-cart and looking for his missing spaniel. Watson mentioned the initials L.L. to the doctor, who recognized them as belonging to Laura Lyons, the daughter of Frankland.