Triple

T4009968
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Education and Skills E90617 entity
Predicate notableWork P4 FINISHED
Object Education at a Glance
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
E406151 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: Education at a Glance | Statement: [OECD Directorate for Education and Skills, notableWork, Education at a Glance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education at a Glance
Context triple: [OECD Directorate for Education and Skills, notableWork, Education at a Glance]
  • 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. PISA
    PISA is an international assessment program that evaluates the educational performance of 15-year-old students in reading, mathematics, and science across participating countries.
  • C. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • D. World Development Indicators
    World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
  • E. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • 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: Education at a Glance
Triple: [OECD Directorate for Education and Skills, notableWork, Education at a Glance]
Generated description
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education at a Glance
Target entity description: Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
  • 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. PISA
    PISA is an international assessment program that evaluates the educational performance of 15-year-old students in reading, mathematics, and science across participating countries.
  • C. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • D. World Development Indicators
    World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
  • E. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • 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_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.