I would start with the taxing authority where your mortgage company is located to be sure that you are calculating it correctly. The local taxes that I have worked with in the past have usually been calculated on the same taxable wage basis as for federal and state tax purposes (of course without deducting any exemptions). However, the local taxing authority could give you all the details for your location.
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Just my 2 cents worth--for what its worth!!