I believe that's hard-coded and can't be changed. When your faction leader dies and the crown prince ascends to the throne, he automatically appears in your most developed province (since theoretically that should be your "capital").
That's why if you own Constantinople, your newly-crown faction leader will often appear there -- it starts out with a Citadel and often has a large number of high-level buildings.
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