Context Word: understand. 
Question: PersonX couldn't understand PersonY reasoning because _ hadn't gathered more information on the subject they were talking about. 
Answer: PersonX
PersonX couldn't understand PersonY reasoning because _ hadn't read more information on the subject they were talking about.