tinytowns makes up new town names in the style of real ones. It learned the letter patterns of 128,435 real place names: it was trained to guess the next letter of a place name as well as it can. It does not know which places exist, so most names it writes are new.
Source: [Hacker News](https://quirkyagents.com/wizard/projects/tinytowns/)