Context Word: Pumpkin. 
Question: PersonX baked a perfect Pumpkin pie for PersonY on Thanksgiving night from scratch, because _ is a known good cook. 
Answer: PersonX
PersonX baked a perfect Pumpkin pie for PersonY on Thanksgiving night from scratch, though _ liked seeds much better.