Context Word: disaster. 
Question: PersonX was not prepared for a natural disaster like PersonY because _ has no knowledge of preparing for a disaster. 
Answer: PersonX
PersonX was not prepared for a natural disaster like PersonY because _ has a lot of knowledge preparing for a disaster.