For an international audience it's ambiguous. 5 k of what could one reasonably wonder.
And even in the UK, where many people still measure longer distances in miles, I've never heard anyone talk about a run being however many thousand feet or yards or chains or whatever.
All of the first page results for a USA-based google search for "5k" are running-related too, so it can't really be all that ambiguous there either.
I mean I feel annoyed every time I see a new technology on hn, only to find it is another js framework after clicking the link, finding it says nothing useful, then typing it into Wikipedia. I don't typically come on and complain about it.