Context Word: abstaining. 
Question: At the party, PersonX was drinking heavily and PersonY was abstaining, so _ rode home afterwards. 
Answer: PersonX
At the party, PersonX was drinking heavily and PersonY was abstaining, so _ drove home afterwards.