Triple

T16713257
Position Surface form Disambiguated ID Type / Status
Subject Education 2030 framework E406158 entity
Predicate relatedTo P37 FINISHED
Object OECD Future of Education and Skills 2030 project
The OECD Future of Education and Skills 2030 project is an international initiative that develops a forward-looking vision, frameworks, and guidance to help countries redesign their education systems so students gain the knowledge, skills, and values needed for thriving in 2030 and beyond.
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: OECD Future of Education and Skills 2030 project | Statement: [Education 2030 framework, relatedTo, OECD Future of Education and Skills 2030 project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD Future of Education and Skills 2030 project
Context triple: [Education 2030 framework, relatedTo, OECD Future of Education and Skills 2030 project]
  • A. 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.
  • B. 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.
  • C. Knowledge and Skills for the Future
    "Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
  • D. OECD Centre for Educational Research and Innovation
    The OECD Centre for Educational Research and Innovation is a research body within the OECD that analyzes and promotes innovative policies and practices to improve education systems worldwide.
  • E. OECD CFE
    OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
  • 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 Future of Education and Skills 2030 project
Triple: [Education 2030 framework, relatedTo, OECD Future of Education and Skills 2030 project]
Generated description
The OECD Future of Education and Skills 2030 project is an international initiative that develops a forward-looking vision, frameworks, and guidance to help countries redesign their education systems so students gain the knowledge, skills, and values needed for thriving in 2030 and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD Future of Education and Skills 2030 project
Target entity description: The OECD Future of Education and Skills 2030 project is an international initiative that develops a forward-looking vision, frameworks, and guidance to help countries redesign their education systems so students gain the knowledge, skills, and values needed for thriving in 2030 and beyond.
  • A. Education 2030 framework chosen
    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.
  • B. 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.
  • C. Knowledge and Skills for the Future
    "Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
  • D. OECD Centre for Educational Research and Innovation
    The OECD Centre for Educational Research and Innovation is a research body within the OECD that analyzes and promotes innovative policies and practices to improve education systems worldwide.
  • E. OECD CFE
    OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e38653cdd48190863e1cc989e21f39 completed April 18, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0091a95180819099abd50dd153e229 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00925fda608190b3674bd5e9ca6bf5 completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00939075d88190a63cdd942eb3fea8 completed May 10, 2026, 2:17 p.m.
Created at: April 10, 2026, 5:20 a.m.