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.