Yes. He was the same person, so he still kept his names (remember, "Gandalf" was also a given name). Legolas cries out "Mithrandir! Mithrandir!" when he figures out who he is, and some of the people of Gondor also call him by that name.
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"Monkeys learn sign language so they can tell the dolphins they love them."
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