Shallow is the opposite of Long. Long is related to Wide. Wide is a synonym of Broad. 
Arm is related to Upper. Upper is the opposite of Lower. 
Shallow <--Antonym--> Long <--RelatedTo--> Wide <--Synonym--> Broad 
Arm <--RelatedTo--> Upper <--Antonym--> Lower 