Context Word: crabs. 
Question: The crabs at PersonX's restaurant were PersonY's favorite food, so _ hooked his friend up with extra crabs. 
Answer: PersonX
The crabs at PersonX's restaurant were PersonY's favorite food, so _ hooked his friend up with extra big tips.