Starting is related to Begin. Begin is the opposite of Stop. Stop is the opposite of Walk. 
Paper is related to Magazine. Advocate is a type of Magazine. 
Starting <--RelatedTo--> Begin <--Antonym--> Stop <--Antonym--> Walk 
Paper <--RelatedTo--> Magazine <--IsA-- Advocate 