Triple

T18925509
Position Surface form Disambiguated ID Type / Status
Subject Sustainable Development Goal 4 E462961 entity
Predicate isLinkedTo P37 FINISHED
Object Education 2030 Framework for Action
The Education 2030 Framework for Action is a global roadmap adopted by UNESCO and partners that guides countries in implementing inclusive, equitable, and quality education and lifelong learning for all by 2030.
E1349200 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 for Action | Statement: [Sustainable Development Goal 4, isLinkedTo, Education 2030 Framework for Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education 2030 Framework for Action
Context triple: [Sustainable Development Goal 4, isLinkedTo, Education 2030 Framework for Action]
  • 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. 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.
  • C. Doha Declaration on Financing for Development
    The Doha Declaration on Financing for Development is a 2008 United Nations consensus document that reaffirmed and advanced global commitments to mobilize financial resources for sustainable development, poverty reduction, and achievement of internationally agreed development goals.
  • D. Rio+20 outcome document "The Future We Want"
    The Rio+20 outcome document "The Future We Want" is a key United Nations agreement adopted in 2012 that outlines global commitments and a framework for sustainable development, including the groundwork for the Sustainable Development Goals.
  • E. Transformative Agenda
    The Transformative Agenda is a United Nations humanitarian reform initiative that aims to improve the timeliness, effectiveness, and accountability of international emergency responses.
  • 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 for Action
Triple: [Sustainable Development Goal 4, isLinkedTo, Education 2030 Framework for Action]
Generated description
The Education 2030 Framework for Action is a global roadmap adopted by UNESCO and partners that guides countries in implementing inclusive, equitable, and quality education and lifelong learning for all by 2030.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education 2030 Framework for Action
Target entity description: The Education 2030 Framework for Action is a global roadmap adopted by UNESCO and partners that guides countries in implementing inclusive, equitable, and quality education and lifelong learning for all by 2030.
  • 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. 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.
  • C. Doha Declaration on Financing for Development
    The Doha Declaration on Financing for Development is a 2008 United Nations consensus document that reaffirmed and advanced global commitments to mobilize financial resources for sustainable development, poverty reduction, and achievement of internationally agreed development goals.
  • D. Rio+20 outcome document "The Future We Want"
    The Rio+20 outcome document "The Future We Want" is a key United Nations agreement adopted in 2012 that outlines global commitments and a framework for sustainable development, including the groundwork for the Sustainable Development Goals.
  • E. Transformative Agenda
    The Transformative Agenda is a United Nations humanitarian reform initiative that aims to improve the timeliness, effectiveness, and accountability of international emergency responses.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c9b94e008190a0e9a70aaf6d18ed completed April 20, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05911b50a881909c3bf87dfedf99aa completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0592ab1f948190b9e08fa514275fda completed May 14, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05930752c88190a07218a8af7c79ea completed May 14, 2026, 9:16 a.m.
Created at: April 10, 2026, 11:59 a.m.