Context Word: shingles. 
Question: It took longer for PersonX to redo their roof than it took for PersonY to redo theirs because _ had more shingles. 
Answer: PersonX
It took longer to PersonX to redo their roof than it took for PersonY to redo theirs because _ had less shingles.