> For fun, I'll throw you a specific plausible hypothetical. If an app has a gender identity field, and a user enters "Apache Helicopter", should this be treated as valid data or not?

Depends on what the data is being used for? This is irrelevant, unless you're an app that collects statistics on its colleagues.