In All of Human History, Have Any Societies Truly Lived Underground?

Have any human societies ever lived underground?

Bad News. Those Underground Lakes on Mars? They’re Probably Just Frozen Clay

There Could Be a New Explanation of Underground 'Lakes' on Mars, But It's Not Water