It’s likely that both are chrome plated. When chrome plating is shiny the polishing is done before the plating. If you sand the chrome you’ll be making it thinner and can cause bubbling. Then you will need to remove all the chrome or your paint will bubble.

Brass, polish, nickel strike then chrome.