Context Word: horseradish. 
Question: PersonX's sinuses were much clearer than PersonY's, since _ had just eaten a roast beef sandwich with horseradish. 
Answer: PersonX
PersonX's sinuses were much clearer than PersonY's, since _ had not eaten a roast beef sandwich with horseradish.