Data inconsistencies can often reveal significant insights into underlying structures. Incongruent ranges, in particular, present a compelling challenge as they highlight potential issues within datasets. By thoroughly analyzing these variations, we can uncover valuable knowledge about the data's accuracy. Strategies for identifying incongruent r