Triple

T2794069
Position Surface form Disambiguated ID Type / Status
Subject Booth School of Business E52994 entity
Predicate namedAfter P63 FINISHED
Object David G. Booth
David G. Booth is an American businessman, investor, and philanthropist best known as the co-founder of Dimensional Fund Advisors and a major benefactor of the University of Chicago.
 E567811 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: David G. Booth | Statement: [Booth School of Business, namedAfter, David G. Booth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David G. Booth
Context triple: [Booth School of Business, namedAfter, David G. Booth]
  • A. Robert S. Boyer
    Robert S. Boyer is an American computer scientist and logician known for his pioneering work in automated theorem proving and formal methods in software verification.
  • B. Donald R. Seawell
    Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
  • C. John L. Nelson
    John L. Nelson was an American jazz musician and composer best known as the father of the musician Prince and for influencing his son’s musical development.
  • D. Ray M. Bowen
    Ray M. Bowen is an American engineer and academic leader known for his contributions to engineering education and research administration, which earned him recognition such as the Arthur M. Bueche Award.
  • E. Peter A. Dowling
    Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
  • 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: David G. Booth
Triple: [Booth School of Business, namedAfter, David G. Booth]
Generated description
David G. Booth is an American businessman, investor, and philanthropist best known as the co-founder of Dimensional Fund Advisors and a major benefactor of the University of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David G. Booth
Target entity description: David G. Booth is an American businessman, investor, and philanthropist best known as the co-founder of Dimensional Fund Advisors and a major benefactor of the University of Chicago.
  • A. Robert S. Boyer
    Robert S. Boyer is an American computer scientist and logician known for his pioneering work in automated theorem proving and formal methods in software verification.
  • B. Donald R. Seawell
    Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
  • C. John L. Nelson
    John L. Nelson was an American jazz musician and composer best known as the father of the musician Prince and for influencing his son’s musical development.
  • D. Ray M. Bowen
    Ray M. Bowen is an American engineer and academic leader known for his contributions to engineering education and research administration, which earned him recognition such as the Arthur M. Bueche Award.
  • E. Peter A. Dowling
    Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddd33610819085ac7c5bec0e6af0 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69c124d359ec819086420b7e00b8d630 completed March 23, 2026, 11:32 a.m.
NEDg Description generation batch_69c12605b8148190967526967a8a1231 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c126c641448190a826c213e8ab05af completed March 23, 2026, 11:40 a.m.
Created at: March 6, 2026, 9:58 p.m.