It's been confirmed that episode 3 will be called 'Rosa', and it's the already suggested story set in 1950 Alabama, where the Doctor and her friends encounter Rosa Parks
The story has been written by Malorie Blackman and Chris Chibnall
Whether it's a tale with science fiction elements, or one that is purely historical, remains to be seen