Leap is related to Big. Big is related to Boat. 
Stop is a different concept from Begin. Begin is the opposite of Close. Close is a different concept from Open. 
Leap <--RelatedTo--> Big <--RelatedTo--> Boat 
Stop <--DistinctFrom--> Begin <--Antonym--> Close <--DistinctFrom--> Open 