I assume that by river rocks you are referring to the shape and not that they actually came out of a river. Some neighbors built a fire ring that used stone from the water and the first fire actually exploded one of the stones seriously injuring one of their children. I don't know if 500 degrees would be hot enough to do that but please be certain that if you try that the rocks you use did not come from underwater. Best to err on the side of caution. Rich