Stop is the opposite of Proceed. Proceed is a synonym of Arise. Arise is a type of Happen. Happen is related to Circumstance. 
Fail is a different concept from Success. 
Stop <--Antonym--> Proceed <--Synonym--> Arise --IsA--> Happen <--RelatedTo--> Circumstance 
Fail <--DistinctFrom--> Success 