A dataset of deliberation clauses in legal text

Increasingly, deliberative processes are being institutionalized via statutes, contracts, and other legal documents. We are interested in understanding how to do this well, so have compiled a dataset of real-world examples of clauses used to describe or require deliberative processes.

At the time of writing, the dataset includes 31 examples from around the world — representing every example we could find. We are releasing the dataset to the public domain, and invite contributions to help us keep it up to date. We hope this can be a resource for researchers, policymakers, and practitioners working to institutionalize deliberation, and we present some initial, high-level observations below.

The dataset

Browse the dataset in the interactive table below. You may find it easier to use in fullscreen mode, which you can toggle with the f key.

The dataset is hosted on GitHub, where you can also download it as a JSON file.

 View on GitHub  View the data as JSON

Summary

Overall, which elements of process design do these legal texts specify, and which do they leave to discretion? And to what extent do they make outcomes of deliberation binding? In short:

  1. Who deliberates (i.e., participant selection) is specified far more tightly than how they deliberate (i.e., process design).
  2. Of these examples, none make the outputs of a deliberative process binding, but some create other forms of commitment (e.g., to run the process, or to respond to the recommendations).

We elaborate on each of these trends below.

Degree of specification

Most of the legal texts specify the high-level details of participant recruitment, including:

Most leave the specific mechanics of recruitment to discretion, but there are some exceptions. For example, Baden-Württemberg specifies a sampling pool of at least 1,000 people, GDPR-compliant written invitations, a reply deadline, freedom to decline without giving reasons, and a second draw among those who accept. And for the Brussels Climate Assembly, it is specified that “random drawings are carried out independently and using a technique that ensures the fairness of the selection, the absence of bias in the selection method used and the public nature of the selection algorithm used”.

Details of process design are specified less often. Where they are specified, they tend to be very high-level, including:

A small number specify more granular process design or facilitation details. For example, in Vorarlberg, it must be ensured that “the Citizens’ Council is moderated by one or more independent persons, in adherence to the principle of objectivity, using the Dynamic Facilitation method”. In Tolosa, facilitators must ensure “speaking turns”, “inclusion of all views”, “language rights (including participation in Basque)”, and means to “enable participation for all, including persons with functional diversity”.

Several texts explicitly delegate the details of process design to a separate set of rules or a separate decision-making body, such as:

Degree of commitment

None of the existing examples make the outputs or recommendations of a deliberative process binding, but several create other forms of commitment. These include commitments to:

Some legal texts also explicitly avoid certain commitments, via the word “may”. For example, in Tolosa, the use of random selection is explicitly discretionary (“where the Municipality … deems it appropriate and the topic is of clear public relevance, … deliberation tables may be constituted with citizens selected by lot”). In Brussels and Wallonia, running the process is explicitly discretionary (“the Parliament may, when it deems useful, establish a deliberative committee …”, “the Parliament may, on the initiative of citizens or on the initiative of at least a simple majority of its members, establish a deliberative committee …”).

Similarly, some texts explicitly declare that the process outputs are not binding. For example, in Tolosa, the “debate tables will in no case be decision-making … The final decision will be taken by the Municipal Plenary”. In Baden-Württemberg, the process is “not binding on the responsible bodies”. In Seoul, the “opinions of a jury meeting for citizens’ human rights shall not be binding on the Remedy Committee”. And for Citizens’ Initiative Reviews in Oregon, the statements produced “are NOT official opinions or positions endorsed by the State of Oregon or any government agency” and “are not binding on a court of law”.

How to contribute

Additions and corrections are welcome. The data behind the table is maintained in a public GitHub repository.

If you are comfortable using GitHub, open an issue or a pull request with your proposed changes.

 View on GitHub

Otherwise, just send us an email at [email protected]. Even just a link to a legal text we have missed is appreciated.

Email us

Acknowledgements

Thanks to Jacob Birkenhäger, Terrill Bouricius, Tessa Dunlop, Tamara Ehs, Oliver Escobar, David Farrell, Christian Huesmann, Arantxa Mendiharat, Nela Perle, Luisa Welke, Florian Wieczorek, Rosa Zubizarreta-Ada, and the Constitutions and Charters Group of the Democracy R&D Network, for their contributions to and review of this work. Any remaining errors should be attributed to the authors.

This work was funded by the UK’s Advanced Research + Invention Agency (ARIA) under the Safeguarded AI programme.

Funded by ARIA — Advanced Research + Invention Agency

Reuse

This post and the dataset behind it are dedicated to the public domain under CC0 1.0. The legal texts quoted in the table are reproduced from official sources and will be subject to their own reuse rules, depending on the jurisdiction.

Citation

In academic contexts, please cite this work using a citation similar to the following.

Thorburn, Luke, Oliver Smith, Flynn Devine, Kyle Redman, Eloïse Gabadou, and Aviv Ovadya. 2026. "A dataset of deliberation clauses in legal text." AI & Democracy Foundation. https://ai-democracy.org/deliberation-clauses-in-legal-text/

Here is the BibTeX entry.

@article{deliberation-clauses-in-legal-text2026,
  author = {Luke Thorburn and Oliver Smith and Flynn Devine and Kyle Redman and Eloïse Gabadou and Aviv Ovadya},
  title = {A dataset of deliberation clauses in legal text},
  journal = {AI \& Democracy Foundation},
  year = {2026},
  url = {https://ai-democracy.org/deliberation-clauses-in-legal-text/}
}