Some do indeed capitalize the name of our star, the Sun, on the theory, I suppose, that that is its name. Usually, however, it is not capitalized.
Just because something refers to a specific place that doesn't mean we capitalize it. If I write, "The dog is in the yard by the house" I capitalize neither yard nor house even though I am referring to a specific yard and house.
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