When you navigate to a Page in the Site Editor here's what you see:

In the future it will be nice to have a UI for making high-level page edits in the dark sidebar. In the interim it would be good to at least include the page URL (most likely as an actual link):

We should also tidy up the spacing / alignment, but it's probably okay for that to be a separate effort.