Context Word: dog breed. 
Question: PersonX didn't care who they adopted, but PersonY was specific about the dog breed. _ would love any dog in the shelter. 
Answer: PersonX
PersonX didn't care who they adopted, but PersonY was specific about the dog breed. _ wouldn't love just any dog in the shelter.