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Class: RiskItem

Risk associated with an AI system, capturing source, potential event, consequence and treatment metadata (Clause 3.5.11; aligned with ISO/IEC 23894 risk concepts).

URI: iso22989:RiskItem

 classDiagram
    class RiskItem
    click RiskItem href "../RiskItem/"
      NamedEntity <|-- RiskItem
        click NamedEntity href "../NamedEntity/"

      RiskItem : affected_stakeholders





        RiskItem --> "*" AIStakeholderRole : affected_stakeholders
        click AIStakeholderRole href "../AIStakeholderRole/"



      RiskItem : aliases

      RiskItem : clause_reference

      RiskItem : consequence

      RiskItem : description

      RiskItem : id

      RiskItem : likelihood

      RiskItem : mitigation_strategy

      RiskItem : name

      RiskItem : potential_event

      RiskItem : preferred_label

      RiskItem : risk_source

      RiskItem : see_also_uri

      RiskItem : severity

Inheritance

Slots

Name Cardinality and Range Description Inheritance
risk_source 0..1
String		 Source from which the risk originates direct
potential_event 0..1
String		 Potential event whose occurrence would realise the risk direct
consequence 0..1
String		 Consequence to one or more stakeholders if the event occurs direct
likelihood 0..1
ConfidenceScore		 Estimated likelihood of the event (0 direct
severity 0..1
String		 Qualitative severity assessment of the consequence direct
mitigation_strategy *
String		 Strategies to reduce likelihood or severity direct
affected_stakeholders *
AIStakeholderRole		 Stakeholder roles affected by the risk direct
id 1
Uriorcurie		 Unique CURIE or URI identifying the entity NamedEntity
name 1
String		 Human-readable label for the entity NamedEntity
description 0..1
String		 Free-text description of the entity (paraphrased; verbatim ISO text excluded) NamedEntity
clause_reference 0..1
String		 ISO/IEC 22989:2022 clause identifier (e NamedEntity
aliases *
String		 Alternative names or synonyms for the term NamedEntity
preferred_label 0..1
String		 Preferred natural-language label NamedEntity
see_also_uri *
Uriorcurie		 Pointers to related external resources or term records NamedEntity

In Subsets

Identifier and Mapping Information

Schema Source

Mappings

Mapping Type Mapped Value
self iso22989:RiskItem
native iso22989:RiskItem
exact nist_ai_100_1:Risk
close iso27001:Risk, iso29100:PrivacyRisk, nist_ai_600_1:GaiRisk

LinkML Source

Direct

name: RiskItem
description: Risk associated with an AI system, capturing source, potential event,
  consequence and treatment metadata (Clause 3.5.11; aligned with ISO/IEC 23894 risk
  concepts).
in_subset:
- trustworthiness
- ai_lifecycle
from_schema: https://w3id.org/lmodel/iso22989
exact_mappings:
- nist_ai_100_1:Risk
close_mappings:
- iso27001:Risk
- iso29100:PrivacyRisk
- nist_ai_600_1:GaiRisk
is_a: NamedEntity
attributes:
  risk_source:
    name: risk_source
    description: Source from which the risk originates.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: string
  potential_event:
    name: potential_event
    description: Potential event whose occurrence would realise the risk.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: string
  consequence:
    name: consequence
    description: Consequence to one or more stakeholders if the event occurs.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: string
  likelihood:
    name: likelihood
    description: Estimated likelihood of the event (0.0–1.0).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: ConfidenceScore
  severity:
    name: severity
    description: Qualitative severity assessment of the consequence.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: string
  mitigation_strategy:
    name: mitigation_strategy
    description: Strategies to reduce likelihood or severity.
    from_schema: https://w3id.org/lmodel/iso22989
    domain_of:
    - CatastrophicForgetting
    - RiskItem
    range: string
    multivalued: true
  affected_stakeholders:
    name: affected_stakeholders
    description: Stakeholder roles affected by the risk.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - RiskItem
    range: AIStakeholderRole
    multivalued: true
    inlined: false

Induced

name: RiskItem
description: Risk associated with an AI system, capturing source, potential event,
  consequence and treatment metadata (Clause 3.5.11; aligned with ISO/IEC 23894 risk
  concepts).
in_subset:
- trustworthiness
- ai_lifecycle
from_schema: https://w3id.org/lmodel/iso22989
exact_mappings:
- nist_ai_100_1:Risk
close_mappings:
- iso27001:Risk
- iso29100:PrivacyRisk
- nist_ai_600_1:GaiRisk
is_a: NamedEntity
attributes:
  risk_source:
    name: risk_source
    description: Source from which the risk originates.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: string
  potential_event:
    name: potential_event
    description: Potential event whose occurrence would realise the risk.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: string
  consequence:
    name: consequence
    description: Consequence to one or more stakeholders if the event occurs.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: string
  likelihood:
    name: likelihood
    description: Estimated likelihood of the event (0.0–1.0).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: ConfidenceScore
  severity:
    name: severity
    description: Qualitative severity assessment of the consequence.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: string
  mitigation_strategy:
    name: mitigation_strategy
    description: Strategies to reduce likelihood or severity.
    from_schema: https://w3id.org/lmodel/iso22989
    owner: RiskItem
    domain_of:
    - CatastrophicForgetting
    - RiskItem
    range: string
    multivalued: true
  affected_stakeholders:
    name: affected_stakeholders
    description: Stakeholder roles affected by the risk.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - RiskItem
    range: AIStakeholderRole
    multivalued: true
    inlined: false
  id:
    name: id
    description: Unique CURIE or URI identifying the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: uriorcurie
    required: true
  name:
    name: name
    description: Human-readable label for the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    exact_mappings:
    - dcterms:title
    - schema:name
    rank: 1000
    slot_uri: schema:name
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: string
    required: true
  description:
    name: description
    description: Free-text description of the entity (paraphrased; verbatim ISO text
      excluded).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:description
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: string
  clause_reference:
    name: clause_reference
    description: ISO/IEC 22989:2022 clause identifier (e.g. "5.11.4") the element
      corresponds to.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: RiskItem
    domain_of:
    - NamedEntity
    - AutonomyAssessment
    - VerificationValidationFramework
    range: string
    pattern: ^[0-9]+(\.[0-9]+){0,3}$
  aliases:
    name: aliases
    description: Alternative names or synonyms for the term.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:altLabel
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: string
    multivalued: true
  preferred_label:
    name: preferred_label
    description: Preferred natural-language label.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:prefLabel
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: string
  see_also_uri:
    name: see_also_uri
    description: Pointers to related external resources or term records.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: RiskItem
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true