This dataset card documents Multi-EuP-v2, a multilingual corpus of European Parliament debate speeches enriched with Member of European Parliament (MEP) metadata and multilingual debate titles/IDs. It supports research on political text analysis, speaker-attribute prediction, stance/vote prediction, multilingual NLP, and retrieval.