Do I need transit visa for two China country stopovers?

My partner and I are flying from Amsterdam back to Auckland, NZ and there are two stop overs in China (Beijing for 2hrs, then Guangzhou 2.5hrs) - will we require a transit visa? I tried asking the Chinese consulate in NZ so many times but there is a lack of response.
Forgot to mention we are New Zealand passport holders