Currently the "hash" spatial strategy is mapped to HSEARCH specific hash fields in ES. But there is there concept of geohashes in ES, too, which alternatively could be used. This seems to be not as precise as the current custom mapping as per Guillaume Smet, but it's more compact. So there should be an option to make use of geohashes alternatively.