Context Word: bread. 
Question: By the look of things PersonX could tell that PersonY knew nothing about making bread, _ knew how to make bread. 
Answer: PersonX
By the look of things PersonX could tell that PersonY knew nothing about making bread, _ didn't  know how to make bread.