Here's why:
* River is a noun (a body of water).
* Bank is a noun (the edge of a river or other body of water).
When used together, "river bank" refers to the land alongside a river, making it a noun phrase.
While you can use "bank" as a verb (to deposit money, for example), in this case, "river bank" is a noun phrase referring to a physical location.