Context Word: shoes. 
Question: PersonX has recently bought a black suede shoes and asks for PersonY's advice on cleaning them, because _ does not know how to do it. 
Answer: PersonX
PersonX has recently bought a black suede shoes and asks for PersonY's advice on cleaning them, because _  knows how to clean it.