New characterizations of the points from the solution set to interval linear systems of equations are proposed, alternatives to the well-known result by Oettli and Prager. We also introduce recognizing functionals of the solution sets that determine, at a given point, aggregated quantitative measures of compatibility (consistency) between the interval data of the system.