Triple

T5107743
Position Surface form Disambiguated ID Type / Status
Subject Amy E115139 entity
Predicate producer P490 FINISHED
Object James Gay-Rees
James Gay-Rees is a British film producer best known for acclaimed documentaries such as "Senna," "Amy," and "Exit Through the Gift Shop."
 E493586 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 Gay-Rees | Statement: [Amy, producer, James Gay-Rees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Gay-Rees
Context triple: [Amy, producer, James Gay-Rees]
  • A. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • B. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • C. John Davies
    John Davies was a British Conservative politician and businessman who served in senior government roles during the late 1960s and early 1970s.
  • D. William Tummel
    William Tummel was a Hollywood film assistant director who received an Academy Award for his work in the early years of the Oscars.
  • E. Colin Stinton
    Colin Stinton is a Canadian-American actor known for his character roles in film and television, often portraying authoritative or bureaucratic figures.
  • 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 Gay-Rees
Triple: [Amy, producer, James Gay-Rees]
Generated description
James Gay-Rees is a British film producer best known for acclaimed documentaries such as "Senna," "Amy," and "Exit Through the Gift Shop."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Gay-Rees
Target entity description: James Gay-Rees is a British film producer best known for acclaimed documentaries such as "Senna," "Amy," and "Exit Through the Gift Shop."
  • A. Geoffrey Haslam
    Geoffrey Haslam is a record producer best known for his work on Bette Midler’s debut album "The Divine Miss M."
  • B. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • C. John Davies
    John Davies was a British Conservative politician and businessman who served in senior government roles during the late 1960s and early 1970s.
  • D. William Tummel
    William Tummel was a Hollywood film assistant director who received an Academy Award for his work in the early years of the Oscars.
  • E. Colin Stinton
    Colin Stinton is a Canadian-American actor known for his character roles in film and television, often portraying authoritative or bureaucratic figures.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75a8ee7881908876859402911e5a completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9ec0fc819085dcd1d27f46f377 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb427ee0819090cc2a7b12310719 completed March 21, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69bebbbeaa98819099c8a376a30638d2 completed March 21, 2026, 3:39 p.m.
Created at: March 20, 2026, 1:41 p.m.