Context Word: beautiful. 
Question: The artist painted a beautiful picture that PersonX really like but PersonY didn't care for, _ placed a large bid for it at the auction. 
Answer: PersonX
The artist painted a beautiful picture that PersonX really like but PersonY didn't care for, _ placed a small bid for it at the auction.