Triple

T3321442
Position Surface form Disambiguated ID Type / Status
Subject The Duellists E69803 entity
Predicate screenwriter P2831 FINISHED
Object Gerald Vaughan-Hughes
Gerald Vaughan-Hughes is a screenwriter best known for writing the screenplay for Ridley Scott’s 1977 historical drama film "The Duellists."
E354778 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: Gerald Vaughan-Hughes | Statement: [The Duellists, screenwriter, Gerald Vaughan-Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerald Vaughan-Hughes
Context triple: [The Duellists, screenwriter, Gerald Vaughan-Hughes]
  • A. Geoffrey Boulton
    Geoffrey Boulton is a distinguished British geologist and glaciologist known for his influential research on ice sheets, climate change, and Earth surface processes.
  • B. Geoffrey Beevers
    Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
  • C. Geoffrey Unsworth
    Geoffrey Unsworth was a renowned British cinematographer celebrated for his visually rich work on numerous classic films of the 1960s and 1970s.
  • D. John Ternouth
    John Ternouth was a 19th-century British sculptor best known for creating the bronze reliefs that adorn Nelson's Column in Trafalgar Square, London.
  • E. Robert Hinde
    Robert Hinde was a British zoologist and ethologist renowned for his pioneering research on animal behavior and social relationships, and for mentoring influential primatologists such as Jane Goodall.
  • 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: Gerald Vaughan-Hughes
Triple: [The Duellists, screenwriter, Gerald Vaughan-Hughes]
Generated description
Gerald Vaughan-Hughes is a screenwriter best known for writing the screenplay for Ridley Scott’s 1977 historical drama film "The Duellists."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerald Vaughan-Hughes
Target entity description: Gerald Vaughan-Hughes is a screenwriter best known for writing the screenplay for Ridley Scott’s 1977 historical drama film "The Duellists."
  • A. Geoffrey Boulton
    Geoffrey Boulton is a distinguished British geologist and glaciologist known for his influential research on ice sheets, climate change, and Earth surface processes.
  • B. Geoffrey Beevers
    Geoffrey Beevers is a British actor best known to Doctor Who fans for his chilling portrayal of the villainous Time Lord known as the Master.
  • C. Geoffrey Unsworth
    Geoffrey Unsworth was a renowned British cinematographer celebrated for his visually rich work on numerous classic films of the 1960s and 1970s.
  • D. John Ternouth
    John Ternouth was a 19th-century British sculptor best known for creating the bronze reliefs that adorn Nelson's Column in Trafalgar Square, London.
  • E. Robert Hinde
    Robert Hinde was a British zoologist and ethologist renowned for his pioneering research on animal behavior and social relationships, and for mentoring influential primatologists such as Jane Goodall.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb13b85208190b13aba355d5dafcf completed March 8, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bb5d0b88190b1895fd352924862 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e44bd748190a9c6c67be6bcb9de completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34ed57bf0819080fa0eb8e6875cb6 completed March 12, 2026, 11:40 p.m.
Created at: March 8, 2026, 3:11 p.m.