Triple

T4009974
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Education and Skills E90617 entity
Predicate notableWork P4 FINISHED
Object Education Policy Outlook
Education Policy Outlook is an OECD publication series that analyzes and compares countries’ education policies and reforms to support better education outcomes and system improvement.
E406157 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 Policy Outlook | Statement: [OECD Directorate for Education and Skills, notableWork, Education Policy Outlook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education Policy Outlook
Context triple: [OECD Directorate for Education and Skills, notableWork, Education Policy Outlook]
  • A. School of Education and Social Policy
    The School of Education and Social Policy is a Northwestern University academic unit known for interdisciplinary research and graduate and undergraduate programs focused on education, learning sciences, human development, and social policy.
  • B. United States federal education laws
    United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
  • C. Department of Educational Leadership, Policy, and Technology Studies
    The Department of Educational Leadership, Policy, and Technology Studies is an academic unit that focuses on preparing scholars and practitioners in areas such as educational administration, policy analysis, and the integration of technology in education.
  • D. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • E. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • 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 Policy Outlook
Triple: [OECD Directorate for Education and Skills, notableWork, Education Policy Outlook]
Generated description
Education Policy Outlook is an OECD publication series that analyzes and compares countries’ education policies and reforms to support better education outcomes and system improvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education Policy Outlook
Target entity description: Education Policy Outlook is an OECD publication series that analyzes and compares countries’ education policies and reforms to support better education outcomes and system improvement.
  • A. School of Education and Social Policy
    The School of Education and Social Policy is a Northwestern University academic unit known for interdisciplinary research and graduate and undergraduate programs focused on education, learning sciences, human development, and social policy.
  • B. United States federal education laws
    United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
  • C. Department of Educational Leadership, Policy, and Technology Studies
    The Department of Educational Leadership, Policy, and Technology Studies is an academic unit that focuses on preparing scholars and practitioners in areas such as educational administration, policy analysis, and the integration of technology in education.
  • D. United States education system
    The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • E. Institute of Educational Sciences
    The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
  • 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.