my theory goes like  this:

in the last episode of the 5th season, pj gets a real evidence of who rj might be, and this is something really important cuz who else could know about is memories, aside someone who grew with him who know him better that else.

i bet all my money for the father or a secret brother. and if is not one of this guys is someone related to the carnival.