In which "Classic" Doctor Who episode is it established that the Doctor and Susan are aliens?

I just rewatched An Unearthly Child, and I don't believe there are any references to the Doctor or Susan being aliens.

Yet I believe it's in The Sensorites that Susan describes her home planet, which of course is not Earth.

So in which episode is their alien nature established firmly?