Triple

T265037
Position Surface form Disambiguated ID Type / Status
Subject .NET Framework E5703 entity
Predicate standardizedBy P1371 FINISHED
Object ISO/IEC (for parts of the framework)
ISO/IEC is an international standards organization that develops and publishes globally recognized technical and industrial standards, including certain parts of the .NET Framework.
E34644 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 (for parts of the framework) | Statement: [.NET Framework, standardizedBy, ISO/IEC (for parts of the framework)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO/IEC (for parts of the framework)
Context triple: [.NET Framework, standardizedBy, ISO/IEC (for parts of the framework)]
  • A. ISO/IEC/IEEE 29148
    ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
  • B. IEEE 1532
    IEEE 1532 is an extension of the JTAG boundary-scan standard that defines in-system programming and configuration procedures for programmable devices such as FPGAs and CPLDs.
  • C. ISO/IEC 15288
    ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
  • D. ISO 15022
    ISO 15022 is an international standard that defines a structured, machine-readable format for securities messaging used globally in financial markets.
  • E. IEEE 12207
    IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
  • 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 (for parts of the framework)
Triple: [.NET Framework, standardizedBy, ISO/IEC (for parts of the framework)]
Generated description
ISO/IEC is an international standards organization that develops and publishes globally recognized technical and industrial standards, including certain parts of the .NET Framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO/IEC (for parts of the framework)
Target entity description: ISO/IEC is an international standards organization that develops and publishes globally recognized technical and industrial standards, including certain parts of the .NET Framework.
  • A. ISO/IEC/IEEE 29148
    ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
  • B. IEEE 1532
    IEEE 1532 is an extension of the JTAG boundary-scan standard that defines in-system programming and configuration procedures for programmable devices such as FPGAs and CPLDs.
  • C. ISO/IEC 15288
    ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
  • D. ISO 15022
    ISO 15022 is an international standard that defines a structured, machine-readable format for securities messaging used globally in financial markets.
  • E. IEEE 12207
    IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
  • 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ae45648190966804664bf4f861 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a9adf4481909300cfa1fb3129cc completed March 1, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_69a38aef72808190953043b9c480fada completed March 1, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.