This statement would make more sense because it say after she went to bed which would be a better time for them to start planning but also sounds better in the sentence
On August 28, 1963, Martin Luther King Jr., delivered a speech to a massive group of civil rights marchers gathered around the Lincoln Memorial in Washington DC.