We present a set of Spanish gold-standards for different noun classes created in PANACEA to train and test automatic classifiers. To create these gold-standards we used the Spanish working lexicon of the Incyta Machine Translation system (Alonso and Bocsák, 2005) to create the abstract, human, location, process, artifact, matter, semiotic and social gold-standard lists. The gold standard for event nouns (non-deverbal eventive nouns) was developed for the experiments of Bel et al. (2010). These gold-standards were created in the context of PANACEA (http://www.panacea-lr.eu), an EU-FP7 Funded Project under Grant Agreement 248064.