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Evidence-Based Mapping with Human Review

CORDIS - SDGs is an evidence-based prototype for mapping EU-funded research projects to the United Nations Sustainable Development Goals using the official EU SDG taxonomy.

The solution combines structured CORDIS project data, hierarchical SDG concepts, local language-model inference, deterministic technical validation and explicit human review. Automated outputs are treated as reviewable proposals rather than final classifications, and each proposed mapping retains its supporting source evidence.

A public interactive prototype allows users to explore projects, proposed SDG concepts, qualitative confidence, model rationale, uncertainty and the original CORDIS evidence used for each proposal.

The project focuses on transparency, provenance, reproducibility and cautious use of AI for policy-relevant classification, with particular attention to avoiding mappings based only on superficial keyword similarity.