@yihan
I can think of 2 use cases for semantic explicit relations :
1 help users better understand their 2nd or higher degree connections by giving information on how exactly these connections connect with users' friends
2 build edge-semantic-explicit social graphs(may need nlp aggregation) for more powerful analysis