The velocity-distance relationship refers to the correlation between the velocity at which an object is moving away from an observer and the distance of that object from the observer. This concept is especially crucial in understanding the expansion of the universe, where distant galaxies appear to recede from us at speeds proportional to their distances, as described by Hubble's Law. The relationship reveals that more distant objects are moving away faster, leading to insights about the universe's structure and its history.