The full dataset is not published yet. A license review comes first, and the dataset will be released once it is finished; no date is promised. Until then the site shows the dataset's statistics and a sample, and lists cannot be built or downloaded.

Common English OpenList
Sections

Cite and contact

Until the DOI is minted at the release, cite the version and the dataset.

How to cite

CITATION.cff in the code repository gives the citation. The DOI is minted at the release. Until then: Ryan Kamp, The CEOL Universe, version 1.0, Hugging Face dataset ryanjosephkamp/ceol-universe, built October 25, 2026.

Requests and takedowns

A request to withhold, correct, or restore a source or a row goes to ryanjosephkamp@gmail.com; the hub's own copyright process also reaches the dataset. A request is acknowledged within 7 days and acted on within 14 days of its verification, and each version's change log records every withholding, as counts (docs/UPKEEP.md §7 in the code repository).

Canary

This card carries the canary string CEOL UNIVERSE CANARY a8d1c96b-4b6e-413c-94a1-a6fa7066f992. It exists so that a later test can check whether a model has memorized this dataset's documentation. It is recorded in the release record and in each Parquet file's metadata.