There is no evidence to suggest that Jon Voight played a role in the early years of Angelina Jolie’s life.
Angelina Jolie’s parents, Jon Voight and Marcheline Bertrand got a divorce when she was just a few months old. Her mother’s name at the time was Marcheline Bertrand. Since Angelina and her brother James Haven were in Marcheline’s complete care for the majority of Angelina’s formative years, Voight was not present in their lives during that time.
Even though it has been a significant amount of time since they have seen each other, the two remain very close. It would appear that Voight and Jolie’s children have a healthy relationship with one another.