Triple

T156041
Position Surface form Disambiguated ID Type / Status
Subject International Organization for Standardization E3183 entity
Predicate issuesStandard P1557 FINISHED
Object 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.
E18750 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 9001 | Statement: [International Organization for Standardization, issuesStandard, ISO 9001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 9001
Context triple: [International Organization for Standardization, issuesStandard, ISO 9001]
  • A. International Organization for Standardization
    The International Organization for Standardization (ISO) is an independent, non-governmental international body that develops and publishes globally recognized standards to ensure quality, safety, efficiency, and interoperability across a wide range of industries and technologies.
  • B. AACSB
    AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
  • C. ISM Code
    The ISM Code is an international safety management standard for the safe operation of ships and pollution prevention, mandating structured safety management systems for shipping companies and vessels.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. ISO 15022
    ISO 15022 is an international standard that defines a structured, machine-readable format for securities messaging used globally in financial markets.
  • 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 9001
Triple: [International Organization for Standardization, issuesStandard, ISO 9001]
Generated description
ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 9001
Target entity description: ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
  • A. International Organization for Standardization
    The International Organization for Standardization (ISO) is an independent, non-governmental international body that develops and publishes globally recognized standards to ensure quality, safety, efficiency, and interoperability across a wide range of industries and technologies.
  • B. AACSB
    AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
  • C. ISM Code
    The ISM Code is an international safety management standard for the safe operation of ships and pollution prevention, mandating structured safety management systems for shipping companies and vessels.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. ISO 15022
    ISO 15022 is an international standard that defines a structured, machine-readable format for securities messaging used globally in financial markets.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: issuesStandard
Context triple: [International Organization for Standardization, issuesStandard, ISO 9001]
  • A. issues chosen
    Indicates that an entity formally produces, releases, or distributes something, such as a document, order, or resource, making it officially available.
  • B. issue
    Indicates that an entity formally publishes, releases, or distributes something, such as a document, statement, or item, often in an official or authoritative capacity.
  • C. standardType
    Indicates that one entity is classified as the standard, canonical, or reference type for another entity or context.
  • D. worksOnIssue
    Indicates that an entity (typically a person or team) is actively engaged in addressing, resolving, or contributing work toward a specific issue.
  • E. addressesIssue
    Indicates that one entity deals with, responds to, or attempts to resolve a specific issue associated with another entity.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a258808ff08190a06b6206f635612b completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ce395d54819090f2fd74bb45ab6a completed Feb. 28, 2026, 11:15 a.m.
NEDg Description generation batch_69a2cebbd3308190a9723556ebfad676 completed Feb. 28, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69a2cf2f025c8190b46a9b5a851168a4 completed Feb. 28, 2026, 11:19 a.m.
PD Predicate disambiguation batch_69a2565ded588190a27319aaa0130b4f completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.