Triple

T3826631
Position Surface form Disambiguated ID Type / Status
Subject Fred Ward as John Anglin E88705 entity
Predicate producerOfWork P52201 FINISHED
Object Richard T. Heffron
Richard T. Heffron was an American film and television director known for works such as "Futureworld" and the miniseries "North and South."
E525045 NE FINISHED

How this triple was built (5 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: Richard T. Heffron | Statement: [Fred Ward as John Anglin, producerOfWork, Richard T. Heffron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard T. Heffron
Context triple: [Fred Ward as John Anglin, producerOfWork, Richard T. Heffron]
  • A. Ira S. Haseltine
    Ira S. Haseltine was an American politician and early settler known for his role in establishing the community of Richland Center, Wisconsin.
  • B. Richard H. Garrett
    Richard H. Garrett was a Virginia farmer best known for owning the rural property near Port Royal where John Wilkes Booth, Abraham Lincoln’s assassin, was captured and killed in 1865.
  • C. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • D. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • E. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "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: Richard T. Heffron
Triple: [Fred Ward as John Anglin, producerOfWork, Richard T. Heffron]
Generated description
Richard T. Heffron was an American film and television director known for works such as "Futureworld" and the miniseries "North and South."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard T. Heffron
Target entity description: Richard T. Heffron was an American film and television director known for works such as "Futureworld" and the miniseries "North and South."
  • A. Ira S. Haseltine
    Ira S. Haseltine was an American politician and early settler known for his role in establishing the community of Richland Center, Wisconsin.
  • B. Richard H. Garrett
    Richard H. Garrett was a Virginia farmer best known for owning the rural property near Port Royal where John Wilkes Booth, Abraham Lincoln’s assassin, was captured and killed in 1865.
  • C. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • D. Robert N. Fitch
    Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
  • E. Charles J.D. Schlissel
    Charles J.D. Schlissel is a film producer best known for his work on major Hollywood thrillers such as "Flightplan."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: producerOfWork
Context triple: [Fred Ward as John Anglin, producerOfWork, Richard T. Heffron]
  • A. producerRole
    Indicates that an entity serves in the role of producer for another entity, such as a work, product, or event.
  • B. productionBy
    Indicates that something is created, manufactured, or generated by a particular agent, organization, or process.
  • C. produces
    Indicates that one entity creates, generates, or yields another entity as a result or output.
  • D. primaryProducer
    Indicates that an entity produces a good, service, or resource as the initial source in a supply, economic, or ecological chain.
  • E. helpsProduce
    Indicates that one entity contributes to or facilitates the creation, generation, or production of another entity.
  • F. None of above. chosen

Provenance (7 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb8459f881908a2c91bb07e381ef completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf832772d08190842b1e1c1a87ea3a completed March 22, 2026, 5:50 a.m.
NEDg Description generation batch_69bf83e188888190bbc058b0e27125aa completed March 22, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69bf844f7be0819089a1cbb3b8c41e0b completed March 22, 2026, 5:55 a.m.
PD Predicate disambiguation batch_69aee74c2e04819094b94b3c0bac1806 completed March 9, 2026, 3:29 p.m.
PDg Predicate description generation batch_69aeeb828fb08190901d51edbe8bd304 completed March 9, 2026, 3:47 p.m.
Created at: March 9, 2026, 3:17 p.m.