Other than fertility you could also try killing off a few of your other tree members as members are spawned based on what AI considers necessity for a new family member. Not only would it cut down on other lineages but would open a gap for the family you desire to have a child. There are lots of enemies and plenty of cases of dissent if you catch my drift.
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