Triple

T4617147
Position Surface form Disambiguated ID Type / Status
Subject ISO Guide 73 E100894 entity
Predicate hasTitle P38 FINISHED
Object Risk management — Vocabulary
Risk management — Vocabulary is an international standard (ISO Guide 73) that defines and harmonizes key terms and concepts used in risk management across different industries and applications.
 E458516 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Risk management — Vocabulary | Statement: [ISO Guide 73, hasTitle, Risk management — Vocabulary]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Risk management — Vocabulary
Context triple: [ISO Guide 73, hasTitle, Risk management — Vocabulary]
  • A. Office of Risk Management and Analysis
    The Office of Risk Management and Analysis was a component of the U.S. Department of Homeland Security focused on assessing and integrating risk information to support national infrastructure protection and security decision-making.
  • B. ISO 31000
    ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
  • C. ISO 31010
    ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
  • D. Risk Management Agency
    The Risk Management Agency is a U.S. federal body that administers crop insurance and other risk management programs to help farmers and ranchers manage agricultural production and financial risks.
  • E. CERT Resilience Management Model
    The CERT Resilience Management Model is a framework developed by the Software Engineering Institute to help organizations systematically manage and improve their operational resilience, cybersecurity, and business continuity practices.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Risk management — Vocabulary
Target entity description: Risk management — Vocabulary is an international standard (ISO Guide 73) that defines and harmonizes key terms and concepts used in risk management across different industries and applications.
  • A. Office of Risk Management and Analysis
    The Office of Risk Management and Analysis was a component of the U.S. Department of Homeland Security focused on assessing and integrating risk information to support national infrastructure protection and security decision-making.
  • B. ISO 31000
    ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
  • C. ISO 31010
    ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
  • D. Risk Management Agency
    The Risk Management Agency is a U.S. federal body that administers crop insurance and other risk management programs to help farmers and ranchers manage agricultural production and financial risks.
  • E. CERT Resilience Management Model
    The CERT Resilience Management Model is a framework developed by the Software Engineering Institute to help organizations systematically manage and improve their operational resilience, cybersecurity, and business continuity practices.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Risk management — Vocabulary
Triple: [ISO Guide 73, hasTitle, Risk management — Vocabulary]
Generated description
Risk management — Vocabulary is an international standard (ISO Guide 73) that defines and harmonizes key terms and concepts used in risk management across different industries and applications.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd43cf363c819087fd5ab441b4a3f4 elicitation completed
NER batch_69bd59e098c08190b769e76937dff700 ner completed
NED1 batch_69bdfa8da23881909ba4a70e9697f260 ned_source_triple completed
NED2 batch_69bdfd3856b48190a44f49da5fde38f6 ned_description completed
NEDg batch_69bdfc7b84108190af39c7780f702745 nedg completed
Created at: March 20, 2026, 1:12 p.m.