Triple

T13510819
Position Surface form Disambiguated ID Type / Status
Subject Charles Koch E321133 entity
Predicate funderOf P33009 FINISHED
Object Charles Koch Foundation
The Charles Koch Foundation is a philanthropic organization that supports academic research and educational initiatives focused on free markets, individual liberty, and limited government.
 E1047477 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 Foundation | Statement: [Charles Koch, funderOf, Charles Koch Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charles Koch Foundation
Context triple: [Charles Koch, funderOf, Charles Koch Foundation]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Robert R. McCormick Foundation
    The Robert R. McCormick Foundation is a philanthropic organization dedicated to advancing education, journalism, civic engagement, and communities, particularly in the Chicago area.
  • E. Americans for Prosperity
    Americans for Prosperity is a conservative political advocacy group in the United States, backed by the Koch network, that promotes limited government, lower taxes, and free-market policies.
  • 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 Foundation
Triple: [Charles Koch, funderOf, Charles Koch Foundation]
Generated description
The Charles Koch Foundation is a philanthropic organization that supports academic research and educational initiatives focused on free markets, individual liberty, and limited government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charles Koch Foundation
Target entity description: The Charles Koch Foundation is a philanthropic organization that supports academic research and educational initiatives focused on free markets, individual liberty, and limited government.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Robert R. McCormick Foundation
    The Robert R. McCormick Foundation is a philanthropic organization dedicated to advancing education, journalism, civic engagement, and communities, particularly in the Chicago area.
  • E. Americans for Prosperity
    Americans for Prosperity is a conservative political advocacy group in the United States, backed by the Koch network, that promotes limited government, lower taxes, and free-market policies.
  • 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_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_69f75d91e35881909a7184be0ad70c14 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75fbb39848190beeae0e4c112510d completed May 3, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69f76049056c8190b77f8ca78c8f77a0 completed May 3, 2026, 2:48 p.m.
Created at: April 9, 2026, 9:43 p.m.