We define 'unit' to be a single class.
As you rightly assert 'unit' is an ambiguous term and this leads to confusion when developers simply use the expression without adding detail. Where I work we have taken the time to define what we mean when we say 'unit test', 'acceptance test', etc. When someone new joins the team they learn the definitions that we have.
From a practical point of view there will likely always be differences of opinion about what a 'unit' is. I have found that what is important is simply that the term is used consistently within the context of a project.
