Triple

T5166490
Position Surface form Disambiguated ID Type / Status
Subject The Big Operator E116572 entity
Predicate screenwriter P2831 FINISHED
Object Robert Hill
Robert Hill was a screenwriter known for his work on the film "The Big Operator" and other mid-20th-century American movies.
 E500467 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: Robert Hill | Statement: [The Big Operator, screenwriter, Robert Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Hill
Context triple: [The Big Operator, screenwriter, Robert Hill]
  • A. George Barr
    George Barr is a science fiction and fantasy fan artist renowned for his distinctive illustrative work, which earned him recognition such as the Hugo Award for Best Fan Artist.
  • B. Robert Cornthwaite
    Robert Cornthwaite was an American character actor best known for his roles in 1950s science fiction films and numerous television appearances.
  • C. John Worsfold
    John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
  • D. Robert Gardiner
    Robert Gardiner was a Ghanaian diplomat and economist best known for his senior leadership roles in the United Nations and African development institutions.
  • E. Geoffrey Unsworth
    Geoffrey Unsworth was a renowned British cinematographer celebrated for his visually rich work on numerous classic films of the 1960s and 1970s.
  • 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: Robert Hill
Triple: [The Big Operator, screenwriter, Robert Hill]
Generated description
Robert Hill was a screenwriter known for his work on the film "The Big Operator" and other mid-20th-century American movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Hill
Target entity description: Robert Hill was a screenwriter known for his work on the film "The Big Operator" and other mid-20th-century American movies.
  • A. George Barr
    George Barr is a science fiction and fantasy fan artist renowned for his distinctive illustrative work, which earned him recognition such as the Hugo Award for Best Fan Artist.
  • B. Robert Cornthwaite
    Robert Cornthwaite was an American character actor best known for his roles in 1950s science fiction films and numerous television appearances.
  • C. John Worsfold
    John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
  • D. Robert Gardiner
    Robert Gardiner was a Ghanaian diplomat and economist best known for his senior leadership roles in the United Nations and African development institutions.
  • E. Geoffrey Unsworth
    Geoffrey Unsworth was a renowned British cinematographer celebrated for his visually rich work on numerous classic films of the 1960s and 1970s.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd792c5ea88190b6aa0e519c744155 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee077effc8190bdd5771db64d1578 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee1fb58ec81908a23d9bf4f8955be completed March 21, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69bee2c8e2ac81908f33de676bb31696 completed March 21, 2026, 6:26 p.m.
Created at: March 20, 2026, 1:44 p.m.