Context Word: parrots. 
Question: PersonX thought finches were neat but PersonY preferred parrots. _ bought a gold finch at the pet store. 
Answer: PersonX
PersonX thought finches were neat but PersonY preferred parrots. _ bought an Eclectus parrot at the pet store.