Triple

T4616536
Position Surface form Disambiguated ID Type / Status
Subject ISO 9000 family E100881 entity
Predicate providesGuidanceIn P18444 FINISHED
Object ISO 9004
ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
E460819 NE FINISHED

How this triple was built (5 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, providesGuidanceIn, ISO 9004]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 9004
Context triple: [ISO 9000 family, providesGuidanceIn, 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 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.
  • D. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • E. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • 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, providesGuidanceIn, ISO 9004]
Generated description
ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
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 offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
  • 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 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.
  • D. ISO 10006
    ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
  • E. ISO 10206
    ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: providesGuidanceIn
Context triple: [ISO 9000 family, providesGuidanceIn, ISO 9004]
  • A. providesGuidanceTo chosen
    Indicates that one entity offers direction, advice, or instruction to another entity.
  • B. guidanceType
    Indicates the specific kind or category of guidance being provided or referenced in the relationship between entities.
  • C. guidedBy
    Indicates that an entity’s actions, decisions, or movement are directed, advised, or led by another entity.
  • D. providesInformationIn
    Indicates that one entity supplies or conveys information within or through another entity or context.
  • E. guidingQuestionOf
    Indicates that one item serves as a guiding or central question that frames, directs, or structures another item (such as a discussion, activity, or work).
  • F. None of above.

Provenance (6 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_69be035a44f08190900bc6898a40e4e9 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be03e3e290819080ff03c0b43296fa completed March 21, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69be04af089c8190b6b0dfae4bb71b4a completed March 21, 2026, 2:38 a.m.
PD Predicate disambiguation batch_69bd522fd5c48190ad2bffc0a5bc9061 completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:12 p.m.