Triple

T15953413
Position Surface form Disambiguated ID Type / Status
Subject Gene Sperling E386871 entity
Predicate boardMemberOf P10 FINISHED
Object UN Foundation’s Global Education First Initiative (advisory roles)
The UN Foundation’s Global Education First Initiative (advisory roles) is a high-level advisory body that supports the United Nations’ efforts to promote universal access to quality education and prioritize learning on the global development agenda.
E1186583 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: UN Foundation’s Global Education First Initiative (advisory roles) | Statement: [Gene Sperling, boardMemberOf, UN Foundation’s Global Education First Initiative (advisory roles)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN Foundation’s Global Education First Initiative (advisory roles)
Context triple: [Gene Sperling, boardMemberOf, UN Foundation’s Global Education First Initiative (advisory roles)]
  • A. Global Partnership for Education
    The Global Partnership for Education is an international multistakeholder fund and partnership that supports education in low-income and crisis-affected countries to ensure all children have access to quality schooling.
  • B. UNESCO Special Envoy on Literacy for Development
    The UNESCO Special Envoy on Literacy for Development is a high-level advocacy role dedicated to promoting global literacy as a key driver of social and economic development.
  • C. Clinton Global Initiative
    The Clinton Global Initiative is a convening platform and philanthropic organization that brings together global leaders from government, business, and civil society to develop and implement solutions to pressing world challenges.
  • D. UNESCO Special Envoy for the Advancement of Girls' and Women's Education
    The UNESCO Special Envoy for the Advancement of Girls' and Women's Education is an honorary role dedicated to promoting and advocating for gender equality and improved educational opportunities for girls and women worldwide under the auspices of UNESCO.
  • E. 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.
  • 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: UN Foundation’s Global Education First Initiative (advisory roles)
Triple: [Gene Sperling, boardMemberOf, UN Foundation’s Global Education First Initiative (advisory roles)]
Generated description
The UN Foundation’s Global Education First Initiative (advisory roles) is a high-level advisory body that supports the United Nations’ efforts to promote universal access to quality education and prioritize learning on the global development agenda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN Foundation’s Global Education First Initiative (advisory roles)
Target entity description: The UN Foundation’s Global Education First Initiative (advisory roles) is a high-level advisory body that supports the United Nations’ efforts to promote universal access to quality education and prioritize learning on the global development agenda.
  • A. Global Partnership for Education
    The Global Partnership for Education is an international multistakeholder fund and partnership that supports education in low-income and crisis-affected countries to ensure all children have access to quality schooling.
  • B. UNESCO Special Envoy on Literacy for Development
    The UNESCO Special Envoy on Literacy for Development is a high-level advocacy role dedicated to promoting global literacy as a key driver of social and economic development.
  • C. Clinton Global Initiative
    The Clinton Global Initiative is a convening platform and philanthropic organization that brings together global leaders from government, business, and civil society to develop and implement solutions to pressing world challenges.
  • D. UNESCO Special Envoy for the Advancement of Girls' and Women's Education
    The UNESCO Special Envoy for the Advancement of Girls' and Women's Education is an honorary role dedicated to promoting and advocating for gender equality and improved educational opportunities for girls and women worldwide under the auspices of UNESCO.
  • E. 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.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156f810148190ab4989a0e4a5f8c0 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe7ab070819090232efdeecdd5fb completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfdfe58c8190b5964b6f5812ef65 completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.