Joe is sent on another contract, but hesitates when he realizes the target is his future self, allowing him to escape. Later meeting in a diner, Old Joe (Willis) tells Joe that it was the Rainmaker who sent him back to be killed, and that his wife was killed during his capture. Old Joe killed his captors and sent himself back in time in an attempt to kill the Rainmaker as a child. Joe nevertheless tries to kill Old Joe and fulfill his contract, but both are forced to flee when they are attacked by the Gat Men. During the battle Joe tears off a scrap of a map Old Joe had, bearing a marked location and a string of digits.
Joe follows the map to a farmhouse owned by Sara Rollins (Blunt), who lives with her son, Cid. When Joe shows Sara the paper, Sara recognizes the digits as Cid's birthday and the serial number of the hospital where he was born. Three children were born in the hospital that day, and Old Joe intends to kill all three. As the two become close, Joe learns that Sara is a telekinetic, and that Cid was raised by Sara's sister for most of his life until she died, and that Cid suspects that Sara is not his real mother. One day they are visited and interrogated by Gat Man Jesse Goldhar, who is killed by Cid after Cid falls down the stairs and lets out a telekinetic blast, far beyond the normal power of a telekinetic, leading Joe to realize that Cid is the Rainmaker. Sara confirms that Cid inadvertently killed her sister when he lost control of his powers. Meanwhile, Old Joe is captured by Kid Blue.

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