Triple

T4009975
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Education and Skills E90617 entity
Predicate notableWork P4 FINISHED
Object Education 2030 framework
The Education 2030 framework is an OECD initiative that outlines a forward-looking vision of the knowledge, skills, attitudes, and values students need to thrive in rapidly changing future societies and labor markets.
E406158 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 2030 framework | Statement: [OECD Directorate for Education and Skills, notableWork, Education 2030 framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education 2030 framework
Context triple: [OECD Directorate for Education and Skills, notableWork, Education 2030 framework]
  • A. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • B. Division for Sustainable Development Goals
    The Division for Sustainable Development Goals is a unit within the UN system that supports and coordinates global efforts to implement, monitor, and review the 2030 Agenda and its Sustainable Development Goals.
  • C. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • D. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • E. United Nations Development Assistance Frameworks
    United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
  • 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 2030 framework
Triple: [OECD Directorate for Education and Skills, notableWork, Education 2030 framework]
Generated description
The Education 2030 framework is an OECD initiative that outlines a forward-looking vision of the knowledge, skills, attitudes, and values students need to thrive in rapidly changing future societies and labor markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education 2030 framework
Target entity description: The Education 2030 framework is an OECD initiative that outlines a forward-looking vision of the knowledge, skills, attitudes, and values students need to thrive in rapidly changing future societies and labor markets.
  • A. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • B. Division for Sustainable Development Goals
    The Division for Sustainable Development Goals is a unit within the UN system that supports and coordinates global efforts to implement, monitor, and review the 2030 Agenda and its Sustainable Development Goals.
  • C. Sustainable Development Goals
    The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • D. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • E. United Nations Development Assistance Frameworks
    United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
  • 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.