The present invention relates to a new catalytic system, which is a Lindlar type catalyst, wherein the supporting material (CaCO3) has an average particle size (d50) of more than 10 Pm, as well as to the use of such a catalytic system for the partial hydrogenation of a carbon-carbon triple bond (to a carbon-carbon double bond).