Triple

T4616532
Position Surface form Disambiguated ID Type / Status
Subject ISO 9000 family E100881 entity
Predicate includesStandard P19701 FINISHED
Object ISO 19011
ISO 19011 is an international standard that provides guidelines for auditing management systems, including principles, audit program management, and conducting internal and external audits.
 E458498 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: ISO 19011 | Statement: [ISO 9000 family, includesStandard, ISO 19011]

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: ISO 19011
Context triple: [ISO 9000 family, includesStandard, ISO 19011]
  • A. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • B. ISO 9001
    ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
  • C. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • D. ISO 21500
    ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
  • E. ISO 2108
    ISO 2108 is the international standard that defines the structure and use of the International Standard Book Number (ISBN) system for identifying books and related publications.
  • 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: ISO 19011
Target entity description: ISO 19011 is an international standard that provides guidelines for auditing management systems, including principles, audit program management, and conducting internal and external audits.
  • A. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • B. ISO 9001
    ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
  • C. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • D. ISO 21500
    ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
  • E. ISO 2108
    ISO 2108 is the international standard that defines the structure and use of the International Standard Book Number (ISBN) system for identifying books and related publications.
  • 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: ISO 19011
Triple: [ISO 9000 family, includesStandard, ISO 19011]
Generated description
ISO 19011 is an international standard that provides guidelines for auditing management systems, including principles, audit program management, and conducting internal and external audits.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd43cf363c819087fd5ab441b4a3f4 elicitation completed
NER batch_69bd59df3c3c8190be5db000f831d322 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.