Biographies are drafted from referenced sources and reviewed by a human before they are published — never auto-posted. Each fact is dated, so you can see how current it is.
When a source goes unreachable we hold the last good value and mark it cached, rather than show nothing or a zero. A cached figure is honest about being cached.