With the top root system cleared away, dig in underneath the stump. You can start to use the stump as a lever, pull it away from the soil to reveal the lower roots. Once you can see the lower roots, use your pruning saw and axe to cut them. Then simply pull your stump out of the ground and back fill the hole with soil.