Water Action Typology — Data and Code for a Deliverable-Oriented Classification of Water Resources Plan Actions

Dataset and reproducible pipeline accompanying the article "Foundations for Water Governance: Action Typology of Water Resources Plans Based on Deliverable-Oriented Classification". Provides a 13-category / 160-subtype action typology (bilingual PT/EN), the hybrid human + LLM (Gemini) extraction and classification code, and the validated dataset of ~11,270 classified actions from 53 water resources plans (20 Brazilian state plans, 14 Brazilian river-basin plans, 19 international plans).