The organic phase refers to the part of a liquid-liquid extraction process where the desired solute is dissolved in an organic solvent, separating it from the aqueous phase. This phase is crucial in extraction processes as it typically contains the target compounds to be purified or isolated while leaving behind impurities and unwanted materials in the aqueous phase.