Triple

T4009964
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Education and Skills E90617 entity
Predicate hasPart P35 FINISHED
Object OECD Skills and Employability Division
The OECD Skills and Employability Division is a unit within the OECD that develops analysis and policy guidance to improve individuals’ skills and their integration into labour markets across member and partner countries.
E90617 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: OECD Skills and Employability Division | Statement: [OECD Directorate for Education and Skills, hasPart, OECD Skills and Employability Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD Skills and Employability Division
Context triple: [OECD Directorate for Education and Skills, hasPart, OECD Skills and Employability Division]
  • A. OECD Directorate for Education and Skills
    The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
  • B. Directorate for Education and Skills
    The Directorate for Education and Skills is a division of the Scottish Government responsible for developing and overseeing national policy on education, learning, and skills development.
  • C. OECD Centre for Entrepreneurship, SMEs, Regions and Cities
    The OECD Centre for Entrepreneurship, SMEs, Regions and Cities is a specialised body within the OECD that develops analysis and policy guidance to foster entrepreneurship, support small and medium-sized enterprises, and promote sustainable regional and urban development.
  • D. OECD Development Centre
    The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
  • E. Committee on the World of Work
    The Committee on the World of Work is a key body within the International Labour Conference that examines broad, emerging issues affecting employment, labour standards, and social justice in the global world of work.
  • 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: OECD Skills and Employability Division
Triple: [OECD Directorate for Education and Skills, hasPart, OECD Skills and Employability Division]
Generated description
The OECD Skills and Employability Division is a unit within the OECD that develops analysis and policy guidance to improve individuals’ skills and their integration into labour markets across member and partner countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD Skills and Employability Division
Target entity description: The OECD Skills and Employability Division is a unit within the OECD that develops analysis and policy guidance to improve individuals’ skills and their integration into labour markets across member and partner countries.
  • A. OECD Directorate for Education and Skills chosen
    The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
  • B. Directorate for Education and Skills
    The Directorate for Education and Skills is a division of the Scottish Government responsible for developing and overseeing national policy on education, learning, and skills development.
  • C. OECD Centre for Entrepreneurship, SMEs, Regions and Cities
    The OECD Centre for Entrepreneurship, SMEs, Regions and Cities is a specialised body within the OECD that develops analysis and policy guidance to foster entrepreneurship, support small and medium-sized enterprises, and promote sustainable regional and urban development.
  • D. OECD Development Centre
    The OECD Development Centre is a policy-oriented research and dialogue platform within the OECD that brings together member and partner countries to analyze development issues and support inclusive, sustainable growth.
  • E. Committee on the World of Work
    The Committee on the World of Work is a key body within the International Labour Conference that examines broad, emerging issues affecting employment, labour standards, and social justice in the global world of work.
  • F. None of above.

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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa86c92c81908d8a610b14e22131 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c6df2e88190b6fd58bd8102d62a completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d506140819096934d30f9986866 completed March 14, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69b54ded2e6c8190a6dc9ce2f5d474b8 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.