Context Word: refrigerator. 
Question: PersonX broke his refrigerator yesterday and PersonY offered to fix it even though _ knew what he was doing. 
Answer: PersonX
PersonX broke his refrigerator yesterday and PersonY offered to fix it but _ didn't know what he was doing.