Triple

T7714610
Position Surface form Disambiguated ID Type / Status
Subject Goodbye Bafana E174849 entity
Predicate basedOnAuthor P2806 FINISHED
Object James Gregory
James Gregory was a South African prison guard and later author best known for his memoir about his relationship with Nelson Mandela, which inspired the film "Goodbye Bafana."
 E683361 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: James Gregory | Statement: [Goodbye Bafana, basedOnAuthor, James Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Gregory
Context triple: [Goodbye Bafana, basedOnAuthor, James Gregory]
  • A. James Gregory
    James Gregory was an American character actor known for his authoritative roles in film and television, including appearances in classics like "The Manchurian Candidate" and the TV series "Barney Miller."
  • B. John Desaguliers
    John Desaguliers was an 18th-century British engineer and military officer known for his contributions to artillery science and his service in high-ranking technical posts within the British Army.
  • C. John Flamsteed
    John Flamsteed was a 17th–18th century English astronomer best known as the first Astronomer Royal and for his foundational star cataloguing work.
  • D. John Wallis
    John Wallis was a 17th-century English mathematician and clergyman known for his contributions to calculus, analytic geometry, and the introduction of the infinity symbol (∞).
  • E. James Houghton
    James Houghton is an American actor best known for his role as Kenny Ward on the long-running prime-time soap opera "Knots Landing."
  • 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: James Gregory
Triple: [Goodbye Bafana, basedOnAuthor, James Gregory]
Generated description
James Gregory was a South African prison guard and later author best known for his memoir about his relationship with Nelson Mandela, which inspired the film "Goodbye Bafana."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Gregory
Target entity description: James Gregory was a South African prison guard and later author best known for his memoir about his relationship with Nelson Mandela, which inspired the film "Goodbye Bafana."
  • A. James Gregory
    James Gregory was an American character actor known for his authoritative roles in film and television, including appearances in classics like "The Manchurian Candidate" and the TV series "Barney Miller."
  • B. John Desaguliers
    John Desaguliers was an 18th-century British engineer and military officer known for his contributions to artillery science and his service in high-ranking technical posts within the British Army.
  • C. John Flamsteed
    John Flamsteed was a 17th–18th century English astronomer best known as the first Astronomer Royal and for his foundational star cataloguing work.
  • D. John Wallis
    John Wallis was a 17th-century English mathematician and clergyman known for his contributions to calculus, analytic geometry, and the introduction of the infinity symbol (∞).
  • E. James Houghton
    James Houghton is an American actor best known for his role as Kenny Ward on the long-running prime-time soap opera "Knots Landing."
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ca8f048190a6ea27b8cee2f93e completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acd5e32c8190869834b21aeae8a7 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8ae0383688190be1dbd27262fe717 completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae85027c81908a7871ebcb0d27bd completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:04 p.m.