How to make sense of "73 Yards"

The new season of Doctor Who is here and with this past week came a very divisive episode. Many issues with this episode seem to be centered around its ambiguity so lets talk about it.
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Music used:
Society's Dream - Mini Vandals
Science Montage - Jeremy Blake