Today's Doctor Who episode?

Nope. You are right! If you were a long time watcher then you would probably understand more... River has been there for a long, long time, and they have kissed before in other episodes, and she even hinted that they got married. She also knows his real name, so we can know for sure they are/have been/will become very close... :)