If the event will occur once again, and so after, using the phrase “first annual” is correct. This is a way to let those interested that the event will happen again in the future.
oxymoron: a figure of speech by which a locution produces an incongruous, seemingly self-contradictory effect, as in "cruel kindness" or "to make haste slowly."