Context Word: training. 
Question: PersonX was training to be a pilot while PersonY was training to be a ski instructor, so _ knew a lot about planes. 
Answer: PersonX
PersonX was training to be a pilot while PersonY was training to be a ski instructor, so _ knew a lot about skiing.