Context Word: bow. 
Question: PersonX prefered to use the bow and arrow while PersonY preferred the sword. _ was a sharpshoot. 
Answer: PersonX
PersonX prefered to use the bow and arrow while PersonY preferred the sword. _ was not a sharpshoot.