The Sobel-Weiss play-the-winner rule [5] for choosing the best of three binomial populations is modified by introducing the opportunity for early partial or complete elimination of inferior populations. The new procedure neither dominates nor is dominated by otherk= 3 schemes discussed by Hoel and Sobel [3], and it may offer a reasonable alternative under certain prior assumptions concerning the parameter space.