Purity (solid lines) of our central galaxy sample selection as a function of the fixed cylinder radius. Lines connect the individual points. Results shown for three different simulated photometric redshift accuracies. The depth of the cylinder is equal to ±2 times the redshift uncertainty. The completeness of the central galaxy sample is also shown on the right y-axis, overplotted with dashed lines.