Linked.Archi AI Governance Reference Data

Cross-reference for Linked.Archi AI Governance Reference Data classes, object properties and data properties back to ToC

This section provides details for each class and property defined by Linked.Archi AI Governance Reference Data.

Annotation Properties

created
creator
definition
description
example
license
modified
notation
pref Label
preferred Namespace Prefix
preferred Namespace Uri
publisher
status
title

created^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/created

creator^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/creator

definition^ap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#definition

description^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/description

example^ap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#example

license^ap back to ToC or Annotation Property ToC

IRI: http://creativecommons.org/ns#license

modified^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/modified

notation^ap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#notation

pref Label^ap back to ToC or Annotation Property ToC

IRI: http://www.w3.org/2004/02/skos/core#prefLabel

preferred Namespace Prefix^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespacePrefix

preferred Namespace Uri^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/vocab/vann/preferredNamespaceUri

publisher^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/publisher

status^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/ontology/bibo/status

title^ap back to ToC or Annotation Property ToC

IRI: http://purl.org/dc/terms/title

Named Individuals

Accountability
Completed
Fairness
High Risk
Human Agency & Oversight
Human-in-Command
Human-in-the-Loop
Human-on-the-Loop
In Progress
Limited Risk
Minimal Risk
Overdue
Planned
Privacy & Data Governance
Safety & Robustness
Societal & Environmental Wellbeing
Transparency
Unacceptable Risk

Accountabilityⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#AccountabilityPrinciple

Organizations and individuals developing, deploying, or operating AI systems should be accountable for their proper functioning in line with applicable regulations and ethical principles.

belongs to: A I Principle ^c
has facts: definition ^ap "Organizations and individuals developing, deploying, or operating AI systems should be accountable for their proper functioning in line with applicable regulations and ethical principles."@en; pref Label ^ap "Accountability"@en

Completedⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#AssessmentCompleted

Assessment has been completed and results are available.

belongs to: Engagement Status ^c
has facts: definition ^ap "Assessment has been completed and results are available."@en; pref Label ^ap "Completed"@en

Fairnessⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#FairnessPrinciple

AI systems should be designed and operated to avoid unfair bias and discrimination. Includes equitable treatment across demographic groups and protected attributes.

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should be designed and operated to avoid unfair bias and discrimination. Includes equitable treatment across demographic groups and protected attributes."@en; pref Label ^ap "Fairness"@en

High Riskⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#HighRisk

AI systems listed in Annex III of the EU AI Act that pose significant risks to health, safety, or fundamental rights. Includes AI systems used in: critical infrastructure, education, employment, essential services, law enforcement, migration and border control, and administration of justice. Subject to conformity assessment, risk management, data governance, transparency, human oversight, and accuracy requirements.

belongs to: Risk Level ^c
has facts: definition ^ap "AI systems listed in Annex III of the EU AI Act that pose significant risks to health, safety, or fundamental rights. Includes AI systems used in: critical infrastructure, education, employment, essential services, law enforcement, migration and border control, and administration of justice. Subject to conformity assessment, risk management, data governance, transparency, human oversight, and accuracy requirements."@en; notation ^ap "HIGH"; pref Label ^ap "High Risk"@en

Human Agency & Oversightⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#HumanAgencyPrinciple

AI systems should support human agency and fundamental rights. They should be designed to allow appropriate human oversight, including the ability to understand, intervene in, and override AI decisions.

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should support human agency and fundamental rights. They should be designed to allow appropriate human oversight, including the ability to understand, intervene in, and override AI decisions."@en; pref Label ^ap "Human Agency & Oversight"@en

Human-in-Commandⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#HumanInCommand

A human sets the objectives, constraints, and boundaries within which the AI system operates autonomously. The human controls the overall system behavior but does not monitor individual decisions.

belongs to: Oversight Mode ^c
has facts: definition ^ap "A human sets the objectives, constraints, and boundaries within which the AI system operates autonomously. The human controls the overall system behavior but does not monitor individual decisions."@en; example ^ap "A portfolio manager sets risk parameters; the AI trading system operates within those bounds."@en; pref Label ^ap "Human-in-Command"@en

Human-in-the-Loopⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#HumanInTheLoop

A human reviews and approves every AI decision before it is executed. The AI system provides recommendations; the human makes the final decision. Highest level of human control.

belongs to: Oversight Mode ^c
has facts: definition ^ap "A human reviews and approves every AI decision before it is executed. The AI system provides recommendations; the human makes the final decision. Highest level of human control."@en; example ^ap "A loan officer reviews every AI credit scoring recommendation before approval."@en; pref Label ^ap "Human-in-the-Loop"@en

Human-on-the-Loopⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#HumanOnTheLoop

The AI system operates autonomously but a human monitors its decisions and can intervene when anomalies are detected. The human does not approve every decision but maintains oversight.

belongs to: Oversight Mode ^c
has facts: definition ^ap "The AI system operates autonomously but a human monitors its decisions and can intervene when anomalies are detected. The human does not approve every decision but maintains oversight."@en; example ^ap "A fraud analyst monitors AI-flagged transactions and can override false positives."@en; pref Label ^ap "Human-on-the-Loop"@en

In Progressⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#AssessmentInProgress

Assessment is currently being conducted.

belongs to: Engagement Status ^c
has facts: definition ^ap "Assessment is currently being conducted."@en; pref Label ^ap "In Progress"@en

Limited Riskⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#LimitedRisk

AI systems with specific transparency obligations under the EU AI Act. Includes AI systems that interact with natural persons (chatbots), generate or manipulate content (deepfakes), and emotion recognition or biometric categorization systems. Must disclose AI involvement to users.

belongs to: Risk Level ^c
has facts: definition ^ap "AI systems with specific transparency obligations under the EU AI Act. Includes AI systems that interact with natural persons (chatbots), generate or manipulate content (deepfakes), and emotion recognition or biometric categorization systems. Must disclose AI involvement to users."@en; notation ^ap "LIMITED"; pref Label ^ap "Limited Risk"@en

Minimal Riskⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#MinimalRisk

AI systems with no specific regulatory obligations under the EU AI Act. Includes spam filters, AI-enabled video games, and inventory management systems. Voluntary codes of conduct may apply.

belongs to: Risk Level ^c
has facts: definition ^ap "AI systems with no specific regulatory obligations under the EU AI Act. Includes spam filters, AI-enabled video games, and inventory management systems. Voluntary codes of conduct may apply."@en; notation ^ap "MINIMAL"; pref Label ^ap "Minimal Risk"@en

Overdueⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#AssessmentOverdue

Assessment is past its scheduled date and has not been completed.

belongs to: Engagement Status ^c
has facts: definition ^ap "Assessment is past its scheduled date and has not been completed."@en; pref Label ^ap "Overdue"@en

Plannedⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#AssessmentPlanned

Assessment has been scheduled but not yet started.

belongs to: Engagement Status ^c
has facts: definition ^ap "Assessment has been scheduled but not yet started."@en; pref Label ^ap "Planned"@en

Privacy & Data Governanceⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#PrivacyPrinciple

AI systems should respect privacy and data protection throughout their lifecycle. Data used for training and operation should be collected, used, and stored in compliance with applicable data protection regulations (GDPR, CCPA).

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should respect privacy and data protection throughout their lifecycle. Data used for training and operation should be collected, used, and stored in compliance with applicable data protection regulations (GDPR, CCPA)."@en; pref Label ^ap "Privacy & Data Governance"@en

Safety & Robustnessⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#SafetyPrinciple

AI systems should be safe, secure, and robust throughout their lifecycle. They should be resilient against attempts to alter their use or performance, and should function appropriately under adversarial conditions.

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should be safe, secure, and robust throughout their lifecycle. They should be resilient against attempts to alter their use or performance, and should function appropriately under adversarial conditions."@en; pref Label ^ap "Safety & Robustness"@en

Societal & Environmental Wellbeingⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#SocialWellbeingPrinciple

AI systems should benefit people and the planet. Their broader societal and environmental impact should be considered, including sustainability, social impact, and democratic values.

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should benefit people and the planet. Their broader societal and environmental impact should be considered, including sustainability, social impact, and democratic values."@en; pref Label ^ap "Societal & Environmental Wellbeing"@en

Transparencyⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#TransparencyPrinciple

AI systems should operate transparently — stakeholders should be informed when they are interacting with AI, and meaningful information about the system's logic, capabilities, and limitations should be available.

belongs to: A I Principle ^c
has facts: definition ^ap "AI systems should operate transparently — stakeholders should be informed when they are interacting with AI, and meaningful information about the system's logic, capabilities, and limitations should be available."@en; pref Label ^ap "Transparency"@en

Unacceptable Riskⁿⁱ back to ToC or Named Individual ToC

IRI: https://meta.linked.archi/ai-governance/reference-data#UnacceptableRisk

AI practices that are prohibited under the EU AI Act (Article 5). Includes social scoring by public authorities, real-time remote biometric identification in publicly accessible spaces for law enforcement (with limited exceptions), exploitation of vulnerabilities of specific groups, and subliminal manipulation.

belongs to: Risk Level ^c
has facts: definition ^ap "AI practices that are prohibited under the EU AI Act (Article 5). Includes social scoring by public authorities, real-time remote biometric identification in publicly accessible spaces for law enforcement (with limited exceptions), exploitation of vulnerabilities of specific groups, and subliminal manipulation."@en; notation ^ap "UNACCEPTABLE"; pref Label ^ap "Unacceptable Risk"@en

Legend back to ToC

ⁿⁱ: Named Individuals

Linked.Archi AI Governance Reference Data

Release: 2026-05-03