Gun is the opposite of Knife. you are likely to find Knife in/at/on Kitchen. you are likely to find Cup in/at/on Kitchen. Cup is a type of Vessel. 
Society is related to Unit. 
Gun <--Antonym--> Knife --AtLocation--> Kitchen <--AtLocation-- Cup --IsA--> Vessel 
Society <--RelatedTo--> Unit 