Nope, sorry to say. In the TV series Caleb only ends up with Cornelia, though in the comics Caleb and Corny date, he breaks up with her because in Guardian Form she looks older than she really is, making him believe she was 16 instead of 13/14. He then goes and falls in love with Elyon after serving her in Meridian!
Hope this helps. :D