Two transits in China to Japan

Hi there,
I have a Belgium passport and I am going on a trip to Japan, I have a stop in Beijing and then a hidden transit in Dalian before I get to Hiroshima. I was wondering if I needed a visa because I'm entering two different airports in China, or if the 72 hour free transit is still applicable? I will not be leaving the airports.