Physician is related to Root. Root is a synonym of Radical. Radical is a type of Sign. Sign is related to Peace. 
Soup is related to Chicken. 
Physician <--RelatedTo--> Root <--Synonym--> Radical --IsA--> Sign <--RelatedTo--> Peace 
Soup <--RelatedTo--> Chicken 