Indeed, water in liquid form at temperatures below the thermodynamic equilibrium temperature for phase transformation is known as "supercooled" and is considered in a thermodynamic metastable state.
Freezing may not occur until pure water is subcooled to several degrees below the equilibrium temperature. The transformation of water into ice must be intiated by a microscopic ice cluster named a "nucleus", itself considered a probabilistic event.
Experiments have shown that water under atmospheric conditions can be subcooled to about -45oC before homogeneous nucleation occurs. For this reason this temperature has been labeled the homogeneous nucleation temperature of water, corresponding to a critical cluster of some 25 molecules with a radius of ~0.4 nm.
Introducing an impurity, such as a piece of ice, in subcooled water triggers immediate ice propagation by heterogeneous nucleation.