Brisbane - Guangzhou - Beijing - Amsterdam

If my flight path is as follows do I need a visa?
Leave Brisbane - transfer through Guangzhou (3 hours, not leaving airport) - Arrive Beijing, then I have 48 hours in Beijing before my flight to Amsterdam. Can I leave the airport in Beijing on the 72 hour visa free? I am an Australia citizen.