The dataset comprises the Gold Standard created for evaluating the experiments conducted for the Paper "Detecting Meaningful Compounds in Complex Class Labels", which has been submitted to ESWC 2014. Additional experimental results and further information are available here: https://madata.bib.uni-mannheim.de/67/.