The story
Because the convection within the liquid produces strong currents that tend to swirl rapidly in circular patterns from bottom to surface and back again.
Etymology from Wiktionary, CC BY-SA 4.0.
rolling boil
Today it means: The boiling of a liquid rapidly with plenty of bubbling, which (unlike simmering) roils the liquid and thus may break up or alter the shape of ingredients. Full definition →