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This paper presents a use case from the European project LLMs4EU and ALT-EDIC infrastructure, focusing on adapting foundation models to Social Sciences and Humanities (SSH) research practices by integrating knowledge graphs and multilingual scholarly corpora. The approach aims to support tasks like question answering and literature review while ensuring domain sensitivity and regulatory compliance.