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.