The problem is that the paint is in the grain of the oak. Try actetone to remove it. If this does not work use a ligiud stripper for this not Citristrip. Citristrip in not strong enough. You can get it at Lowes ot HD. Just read the label this is strong stuff but will remove the paint.
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