Caulk shows prior color of wall through- what can we do?

Kerry Corral
by Kerry Corral
I have a line of caulk between my wall and newly installed Wainscotting on the bottom half. The caulk shows the previous wall color through and won't accept the new paint. Is there a way to remedy this without removing the caulk, painting and then re-caulking?
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