Yes
Can a court, or other appropriate State authority, order an ineligible candidate off of a ballot or that they not be placed on a ballot before an election?
Yes
Does a candidate automatically gets a pass from proving their eligibility simply because they held the position due to a previous election or do they have to re-qualify for each election?