Triple

T18746225
Position Surface form Disambiguated ID Type / Status
Subject Fluor Corporation E458412 entity
Predicate foundedBy P104 FINISHED
Object John Simon Fluor — NE NERFINISHED

How this triple was built (3 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: John Simon Fluor | Statement: [Fluor Corporation, foundedBy, John Simon Fluor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Simon Fluor
Context triple: [Fluor Corporation, foundedBy, John Simon Fluor]
  • A. William H. Foege
    William H. Foege is an American epidemiologist and former CDC director renowned for his pivotal role in developing the global strategy that led to the eradication of smallpox.
  • B. Dr. Leroy Carhart
    Dr. Leroy Carhart is an American physician and prominent abortion provider known for his central role in major U.S. Supreme Court cases challenging restrictions on late-term abortion procedures.
  • C. Edward Heffron
    Edward Heffron was a U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was chronicled in the book and miniseries "Band of Brothers."
  • D. Donald Henderson Clarke
    Donald Henderson Clarke was an American novelist, journalist, and screenwriter known for his hardboiled crime and scandal-themed stories that were frequently adapted for film.
  • E. Donald A. Henderson
    Donald A. Henderson was an American epidemiologist who led the World Health Organization’s successful global campaign to eradicate smallpox.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Simon Fluor
Target entity description: John Simon Fluor was an American businessman and industrialist best known as the founder of the global engineering and construction firm Fluor Corporation.
  • A. William H. Foege
    William H. Foege is an American epidemiologist and former CDC director renowned for his pivotal role in developing the global strategy that led to the eradication of smallpox.
  • B. Dr. Leroy Carhart
    Dr. Leroy Carhart is an American physician and prominent abortion provider known for his central role in major U.S. Supreme Court cases challenging restrictions on late-term abortion procedures.
  • C. Edward Heffron
    Edward Heffron was a U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was chronicled in the book and miniseries "Band of Brothers."
  • D. Donald Henderson Clarke
    Donald Henderson Clarke was an American novelist, journalist, and screenwriter known for his hardboiled crime and scandal-themed stories that were frequently adapted for film.
  • E. Donald A. Henderson
    Donald A. Henderson was an American epidemiologist who led the World Health Organization’s successful global campaign to eradicate smallpox.
  • F. None of above. chosen

Provenance (2 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e57692c380819091e8a919ab6c9ca9 completed April 20, 2026, 12:42 a.m.
Created at: April 10, 2026, 11:51 a.m.