I submitted this more 'nonfiction-y' entry:

https://gist.githubusercontent.com/gregsadetsky/08b6cdd56902...

It looks like it's only one entry per person, so I'm playing fair and not submitting this second entry, which encodes a compressed version of the image using a 128 word dictionary (ie each word encodes 7 bits).

The explanation + the dictionary + the encoded image result in 1000 words.

https://gist.github.com/gregsadetsky/97ac9c8efe9c2a9f08c9cfe...