A new and distinct cultivar of Primula plant named 'Kerbelbut', characterized by its upright, compact and uniform plant habit; large, double, fragrant and bright yellow-colored flowers that are held upright on strong and erect peduncles; large sepals that "frame" the flowers; freely flowering habit; and tolerance to low temperatures.