Triple

T22623372
Position Surface form Disambiguated ID Type / Status
Subject Robert Trent Jones Golf Trail E558347 entity
Predicate initiatedBy P1408 FINISHED
Object David G. Bronner
David G. Bronner is an American investment executive and longtime head of the Retirement Systems of Alabama, known for using innovative large-scale projects like the Robert Trent Jones Golf Trail to spur economic development in the state.
E1545664 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. Bronner | Statement: [Robert Trent Jones Golf Trail, initiatedBy, David G. Bronner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David G. Bronner
Context triple: [Robert Trent Jones Golf Trail, initiatedBy, David G. Bronner]
  • A. Robert J. Bronner
    Robert J. Bronner was an American cinematographer best known for his work as director of photography on classic Hollywood films such as Frank Capra’s "Pocketful of Miracles."
  • B. David Sprecher
    David Sprecher is an author known for his work related to streets and urban environments.
  • C. Charles Fleischmann
    Charles Fleischmann was a 19th-century entrepreneur and co-founder of the Fleischmann Yeast Company, which revolutionized commercial baking in the United States.
  • D. Richard A. Roth
    Richard A. Roth is an American film producer best known for his work on the 1986 crime thriller "Manhunter."
  • E. Charles Weinstock
    Charles Weinstock is a film producer best known for his work on the crime thriller movie "Fracture."
  • 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. Bronner
Triple: [Robert Trent Jones Golf Trail, initiatedBy, David G. Bronner]
Generated description
David G. Bronner is an American investment executive and longtime head of the Retirement Systems of Alabama, known for using innovative large-scale projects like the Robert Trent Jones Golf Trail to spur economic development in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David G. Bronner
Target entity description: David G. Bronner is an American investment executive and longtime head of the Retirement Systems of Alabama, known for using innovative large-scale projects like the Robert Trent Jones Golf Trail to spur economic development in the state.
  • A. Robert J. Bronner
    Robert J. Bronner was an American cinematographer best known for his work as director of photography on classic Hollywood films such as Frank Capra’s "Pocketful of Miracles."
  • B. David Sprecher
    David Sprecher is an author known for his work related to streets and urban environments.
  • C. Charles Fleischmann
    Charles Fleischmann was a 19th-century entrepreneur and co-founder of the Fleischmann Yeast Company, which revolutionized commercial baking in the United States.
  • D. Richard A. Roth
    Richard A. Roth is an American film producer best known for his work on the 1986 crime thriller "Manhunter."
  • E. Charles Weinstock
    Charles Weinstock is a film producer best known for his work on the crime thriller movie "Fracture."
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3b97f8819082ea2b23ff4b2173 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e055bd48190936acf569afce629 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ee959f881908f0c21c49d87026c completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fa690a48190a6e025408054605f completed May 18, 2026, 5:43 p.m.
Created at: April 17, 2026, 3:01 p.m.