Triple

T13510818
Position Surface form Disambiguated ID Type / Status
Subject Charles Koch E321133 entity
Predicate funderOf P33009 FINISHED
Object Charles Koch Institute
The Charles Koch Institute is a libertarian-leaning educational and research organization that promotes free markets, limited government, and individual liberty through grants, scholarship, and public policy programs.
 E321133 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: Charles Koch Institute | Statement: [Charles Koch, funderOf, Charles Koch Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charles Koch Institute
Context triple: [Charles Koch, funderOf, Charles Koch Institute]
  • A. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • B. Charles Koch
    Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
  • C. The Pew Charitable Trusts
    The Pew Charitable Trusts is a nonprofit public charity and independent research and policy organization that supports arts, public policy, and community initiatives through grants and fellowships.
  • D. Laffer Associates
    Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
  • E. Peter G. Peterson Foundation
    The Peter G. Peterson Foundation is a U.S.-based nonprofit organization focused on raising awareness and advancing solutions for America’s long-term fiscal challenges and economic sustainability.
  • 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: Charles Koch Institute
Triple: [Charles Koch, funderOf, Charles Koch Institute]
Generated description
The Charles Koch Institute is a libertarian-leaning educational and research organization that promotes free markets, limited government, and individual liberty through grants, scholarship, and public policy programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charles Koch Institute
Target entity description: The Charles Koch Institute is a libertarian-leaning educational and research organization that promotes free markets, limited government, and individual liberty through grants, scholarship, and public policy programs.
  • A. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • B. Charles Koch chosen
    Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
  • C. The Pew Charitable Trusts
    The Pew Charitable Trusts is a nonprofit public charity and independent research and policy organization that supports arts, public policy, and community initiatives through grants and fellowships.
  • D. Laffer Associates
    Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
  • E. Peter G. Peterson Foundation
    The Peter G. Peterson Foundation is a U.S.-based nonprofit organization focused on raising awareness and advancing solutions for America’s long-term fiscal challenges and economic sustainability.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf86a6208190be8c18f7a0158f23 completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75490291c8190b5985d8c90ef1af6 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7556329648190be791afdd197b08c completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f755c52c648190a4912725ce65ff04 completed May 3, 2026, 2:03 p.m.
Created at: April 9, 2026, 9:43 p.m.