How to pull rocks out of pipe in the ground?

My mom has a hole in the ground that she puts her clothes drying hanger in. Like this. The hole in the ground is a 2" or so pipe, set in concrete. The pipe has filled with gravel. Anyone have a tip on getting the rocks out? I can only get so many out using my fingers and then trying to use a set of chopsticks.