Born is the past participle of the irregular verb to bear ( bear - bore - born) .
One of the meanings of this verb is 'give birth to'.
Grammatically We were both born in China is a past simple passive voice: it's the passive form of the active sentence Our mother gave birth to us in China. It's the same construction as when we say These phones were made in China.