If you get regular "disability" you DO have to pay taxes on it and the government will send you a form at the beginning of the year telling you what your total previous year's benefits were. I think the number on it is a 1099 form.
I don't know if there is a difference in regular disability and SSI disability but with regular disability you are responsible for paying income tax.