Although many dwarven kingdoms had fallen by this point, there were other dwarves in Middle Earth during this time, even entire kingdoms of dwarves. And that’s exactly where the dwarves were.

Rhûn is the eastern area of the continent, where many tribes of Men and Dwarven ... the iconic Middle-earth map. This area is depicted as yet another mashup of different human kingdoms.