Spanning five languages (Turkish, German, Italian, French, English) and nine national contexts (Singapore, Canada, and Australia for English; France and Canada for French), CIVICS captures different cultural perspectives and reveals the diverse ethical views embedded in LLMs.

The dataset has undergone a dynamic annotation process from native speakers: annotators, co-authors of the research, applied multiple labels to each prompt, reflecting the diverse values inherent in the topics.