My wife and I are travelling to Sydney via Beijing on the outward and return journeys

We have chosen to stay in Beijing for two nights. We would like to do a sightseeing trip including the Great Wall. Can we use the 72hr transit permit or should we make sure we have travel visas for China. We are also staying for one night on the return journey which is about 5 weeks later.