Triple

T422498
Position Surface form Disambiguated ID Type / Status
Subject Bill Clinton E8133 entity
Predicate coFounded P104 FINISHED
Object 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.
E53136 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: Clinton Global Initiative | Statement: [Bill Clinton, coFounded, Clinton Global Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinton Global Initiative
Context triple: [Bill Clinton, coFounded, Clinton Global Initiative]
  • A. Carnegie Endowment for International Peace
    The Carnegie Endowment for International Peace is a global think tank and research institution dedicated to advancing international cooperation, peace, and security through policy analysis and dialogue.
  • B. Bloomberg Philanthropies
    Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
  • C. Millennium Challenge Corporation
    The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
  • D. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • E. Roosevelt Institute
    The Roosevelt Institute is a progressive American think tank and nonprofit organization that advances the legacy of Franklin and Eleanor Roosevelt through policy research, advocacy, and public programs.
  • 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: Clinton Global Initiative
Triple: [Bill Clinton, coFounded, Clinton Global Initiative]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinton Global Initiative
Target entity description: 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.
  • A. Carnegie Endowment for International Peace
    The Carnegie Endowment for International Peace is a global think tank and research institution dedicated to advancing international cooperation, peace, and security through policy analysis and dialogue.
  • B. Bloomberg Philanthropies
    Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
  • C. Millennium Challenge Corporation
    The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
  • D. United Nations Development Programme
    The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
  • E. Roosevelt Institute
    The Roosevelt Institute is a progressive American think tank and nonprofit organization that advances the legacy of Franklin and Eleanor Roosevelt through policy research, advocacy, and public programs.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eec200648190bcb9f1b98c8e9cdf completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4254646bc8190bfa77dbdfdb939b8 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425b246588190847c7bae8319e5e7 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a42616978881909f7c51f7cf8f467a completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.