The statement that most accurately describes inequality in the U.S. is:
The median rural income is less than the median urban income.
This reflects a well-documented trend where urban areas generally have higher median incomes compared to rural areas. The other statements are either oversimplifications or inaccuracies regarding income inequality in the U.S.