## Data

In order to test a document ingestion pipeline and AI tools, and to confirm it's fast and runs on a desktop computer, some volume is needed. So online [evidencelab.ai](https://evidencelab.ai) includes ...

- About 19,000 United Nations humanitarian evaluation reports (1985–2025) from 30+ agencies sourced from the [United Nations Evaluation Group (UNEG)](https://www.un.org/evaluations). The UNEG site is evolving rapidly as it's developed and so data formats are changing. The snapshot in Evidence Lab was created in Dec 2025, and will be refreshed as the site evolves.
- About 10,500 reports related to Fraud and Program Integrity (2020–2026) sourced from [The World Bank](https://www.worldbank.org/ext/en/home) via the [World Bank Documents & Reports API](https://documents.worldbank.org). The snapshot in Evidence Lab was created in Mar 2026.
- About 4,000 United Nations resolutions and decisions sourced from the [UN Mandates Registry](https://www.un.org/securitycouncil/content/mandates-registry) covering the General Assembly, Security Council, and other UN organs. The snapshot in Evidence Lab was created in Mar 2026.

## No Affiliation or Endorsement

Evidence Lab is not affiliated with, endorsed by, or associated with the United Nations, the United Nations Evaluation Group, the World Bank, or any of their agencies or programs. The inclusion of these documents is solely for research, testing, and demonstration purposes.

## Attribution & Rights

All documents remain the intellectual property of their respective authors and organizations. Evidence Lab does not claim ownership over any third-party content and provides access to documents as originally published by their sources.

## Accuracy & Use Disclaimer

Documents are processed automatically and may contain parsing errors, omissions, or AI-generated interpretations. Evidence Lab makes no guarantees regarding accuracy, completeness, or suitability for decision-making. Users are responsible for verifying information against original source documents.

We really, really hope you find this work helpful!
