Wikipedia page on this place: https://en.wikipedia.org/wiki/Underground_City_(Beijing)
Wikipedia page states that is 85 square km.
Also another much longer and detailed Vice article of it: https://www.vice.com/en_uk/article/nnmk8b/chairman-maos-unde...