Context Word: banana. 
Question: PersonX loves the taste of banana while PersonY doesn't care for it. _ ordered a banana split at the ice cream shop. 
Answer: PersonX
PersonX loves the taste of banana while PersonY doesn't care for it. _ ordered a chocolate malt at the ice cream shop.