The COMPEL Glossary Graph visualizes relationships between framework terminology, showing how concepts interconnect across domains, stages, and pillars. Term nodes cluster by pillar affiliation while cross-references reveal semantic dependencies — for example, how risk appetite connects to control effectiveness, model governance, and assurance requirements. This network representation helps practitioners navigate the framework vocabulary and understand that COMPEL terminology forms a coherent conceptual system rather than isolated definitions.
COMPEL Glossary / datasheet-for-datasets
Datasheet for datasets
A structured dataset documentation artifact covering motivation, composition, collection process, preprocessing, uses, distribution, and maintenance — modeled after electronic-component datasheets.
What this means in practice
Supports informed reuse by downstream AI teams and regulators; widely adopted in industry (Hugging Face Dataset Cards, Google Model Cards dataset sections, Meta Research) since Gebru et al. (2018).
Synonyms
datasheet , dataset datasheet , Gebru datasheet
See also
- Provenance — The record of origin and custody for a data asset — who collected it, from whom, under what legal basis, and through which hands it passed — required for auditability of high-risk AI under EU AI Act Article 10.
- Data contract — A versioned, testable specification of a data product's schema, semantics, quality expectations, SLA, and change-management policy — published by the producer, consumable by downstream AI workloads.
- Readiness scorecard — A structured, dimension-by-dimension artifact summarizing evidence, scores, remediation priorities, and owner assignments for a use-case-scoped data-readiness assessment.