The Something's Gotta Give star was due to attend a Hollywood lunch event on Wednesday when she went into labor and was taken to a nearby hospital.
The couple's daughter, whose name remains unknown as WENN went to press, is the first child for both Peet and Troy screenwriter Benioff, who wed in September.
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