Triple

T4616531
Position Surface form Disambiguated ID Type / Status
Subject ISO 9000 family E100881 entity
Predicate includesStandard P19701 FINISHED
Object ISO 9004
ISO 9004 is an international standard that provides guidance for organizations to achieve sustained success through a quality management approach that goes beyond the basic requirements of ISO 9001.
 E100881 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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 9004 | Statement: [ISO 9000 family, includesStandard, ISO 9004]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO 9004
Context triple: [ISO 9000 family, includesStandard, ISO 9004]
  • A. 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.
  • B. ISO 9000 family
    The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
  • C. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • D. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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 9004
Triple: [ISO 9000 family, includesStandard, ISO 9004]
Generated description
ISO 9004 is an international standard that provides guidance for organizations to achieve sustained success through a quality management approach that goes beyond the basic requirements of ISO 9001.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO 9004
Target entity description: ISO 9004 is an international standard that provides guidance for organizations to achieve sustained success through a quality management approach that goes beyond the basic requirements of ISO 9001.
  • A. 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.
  • B. ISO 9000 family chosen
    The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
  • C. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • D. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • E. 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.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd43cf363c819087fd5ab441b4a3f4 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59df3c3c8190be5db000f831d322 completed March 20, 2026, 2:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa8da23881909ba4a70e9697f260 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:12 p.m.