Triple

T22955110
Position Surface form Disambiguated ID Type / Status
Subject ISO/IEC JTC 1/SC 32 E570732 entity
Predicate worksOnStandard P1587 FINISHED
Object ISO/IEC 20944
ISO/IEC 20944 is an international standard that defines frameworks and interfaces for metadata registries to enable interoperability and consistent exchange of metadata across systems.
E1565605 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/IEC 20944 | Statement: [ISO/IEC JTC 1/SC 32, worksOnStandard, ISO/IEC 20944]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO/IEC 20944
Context triple: [ISO/IEC JTC 1/SC 32, worksOnStandard, ISO/IEC 20944]
  • A. ISO/IEC 19464
    ISO/IEC 19464 is the international standard that specifies the Advanced Message Queuing Protocol (AMQP) for interoperable, message-oriented middleware communication.
  • B. ISO/IEC 24751
    ISO/IEC 24751 is an international standard that defines a framework for personalizing and adapting e-learning resources to meet diverse learner needs and preferences.
  • C. ISO/IEC 24765
    ISO/IEC 24765 is an international standard that provides a comprehensive systems and software engineering vocabulary to promote consistent terminology across the field.
  • D. ISO/IEC 24748
    ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
  • E. ISO/IEC 20922
    ISO/IEC 20922 is the international standard that defines the MQTT lightweight publish/subscribe messaging protocol commonly used in IoT and machine-to-machine communication.
  • 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/IEC 20944
Triple: [ISO/IEC JTC 1/SC 32, worksOnStandard, ISO/IEC 20944]
Generated description
ISO/IEC 20944 is an international standard that defines frameworks and interfaces for metadata registries to enable interoperability and consistent exchange of metadata across systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO/IEC 20944
Target entity description: ISO/IEC 20944 is an international standard that defines frameworks and interfaces for metadata registries to enable interoperability and consistent exchange of metadata across systems.
  • A. ISO/IEC 19464
    ISO/IEC 19464 is the international standard that specifies the Advanced Message Queuing Protocol (AMQP) for interoperable, message-oriented middleware communication.
  • B. ISO/IEC 24751
    ISO/IEC 24751 is an international standard that defines a framework for personalizing and adapting e-learning resources to meet diverse learner needs and preferences.
  • C. ISO/IEC 24765
    ISO/IEC 24765 is an international standard that provides a comprehensive systems and software engineering vocabulary to promote consistent terminology across the field.
  • D. ISO/IEC 24748
    ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
  • E. ISO/IEC 20922
    ISO/IEC 20922 is the international standard that defines the MQTT lightweight publish/subscribe messaging protocol commonly used in IoT and machine-to-machine communication.
  • F. None of above. chosen

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_69e245b212a88190b5259caf51606084 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181f09de48190b55913570c965412 completed April 29, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd3694d0081909dad3abf94108c62 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd50e7b688190a419424a79612876 completed May 19, 2026, 3:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd7932f9481909d977a857f2f1e63 completed May 19, 2026, 3:22 a.m.
Created at: April 17, 2026, 3:46 p.m.