Context Word: Apply hair wax. 
Question: Apply hair wax to my dog was the only instruction PersonX left for PersonY, _ knew a lot about dog care. 
Answer: PersonX
Apply hair wax to my dog was the only instruction PersonX left for PersonY, _ knew almost nothing about dog care.