The Shore formed around the mouth of the Waters of Leith, the narrow river running through Edinburgh.
Leith is a river that runs through Edinburgh. 
mnli hypothesis: Leith is a river that runs through Edinburgh.  premise: The Shore formed around the mouth of the Waters of Leith, the narrow river running through Edinburgh.