Triple

T20431276
Position Surface form Disambiguated ID Type / Status
Subject Southern Issue Working Group E501135 entity
Predicate mandatedBy P1313 FINISHED
Object Implementation Mechanism of the GCC Initiative — NE NERFINISHED

How this triple was built (3 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: Implementation Mechanism of the GCC Initiative | Statement: [Southern Issue Working Group, mandatedBy, Implementation Mechanism of the GCC Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Implementation Mechanism of the GCC Initiative
Context triple: [Southern Issue Working Group, mandatedBy, Implementation Mechanism of the GCC Initiative]
  • A. Guidelines for the application and implementation of programming languages
    "Guidelines for the application and implementation of programming languages" is an IEC technical standard document that provides practical recommendations for using and deploying the IEC 61131 family of industrial control programming languages in automation systems.
  • B. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • C. Software Cost Estimation with COCOMO II
    "Software Cost Estimation with COCOMO II" is a foundational book that presents and explains the COCOMO II model for predicting software development effort, cost, and schedule.
  • D. Towards a New Architecture
    Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
  • E. The Design and Evolution of C++
    The Design and Evolution of C++ is a book by Bjarne Stroustrup that chronicles the history, design decisions, and guiding principles behind the creation and development of the C++ programming language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Implementation Mechanism of the GCC Initiative
Target entity description: The Implementation Mechanism of the GCC Initiative is a Gulf Cooperation Council–brokered framework that outlines the steps and structures for Yemen’s political transition and power-sharing arrangements following the 2011 uprising.
  • A. Guidelines for the application and implementation of programming languages
    "Guidelines for the application and implementation of programming languages" is an IEC technical standard document that provides practical recommendations for using and deploying the IEC 61131 family of industrial control programming languages in automation systems.
  • B. Strategic Computing Initiative
    The Strategic Computing Initiative was a major 1980s U.S. defense research program aimed at advancing artificial intelligence, machine vision, and high-performance computing for military applications.
  • C. Software Cost Estimation with COCOMO II
    "Software Cost Estimation with COCOMO II" is a foundational book that presents and explains the COCOMO II model for predicting software development effort, cost, and schedule.
  • D. Towards a New Architecture
    Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
  • E. The Design and Evolution of C++
    The Design and Evolution of C++ is a book by Bjarne Stroustrup that chronicles the history, design decisions, and guiding principles behind the creation and development of the C++ programming language.
  • F. None of above. chosen

Provenance (2 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_69e0b4ab3cfc8190ac9bf32e932316b1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67bad58448190be1563d74dbf9957 completed April 20, 2026, 7:17 p.m.
Created at: April 16, 2026, 11:31 a.m.