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He knew that he could not keep the child with tufts of silver hair and eyes like purple stars, but young Ned Stark could keep his sister. Play her off as his bastard daughter, keep the secret from everyone he had ever loved, and ensure her safety. That's what Lyanna would have wanted, wouldn't she?

So, he takes the daughter and sends the son away.