Context Word: costume. 
Question: PersonX's costume for Halloween is a baseball player, while PersonY went as Peter Pan. _ likes sports more. 
Answer: PersonX
PersonX's costume for Halloween is a baseball player, while PersonY went as Peter Pan. _ likes books more.