Triple

T15311583
Position Surface form Disambiguated ID Type / Status
Subject The Foreigner (2017 film) E366050 entity
Predicate producer P490 FINISHED
Object Jamie Marshall
Jamie Marshall is a film producer known for his work on action and thriller movies, including the 2017 Jackie Chan–starring film "The Foreigner."
 E1150713 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: Jamie Marshall | Statement: [The Foreigner (2017 film), producer, Jamie Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jamie Marshall
Context triple: [The Foreigner (2017 film), producer, Jamie Marshall]
  • A. Maurice Leitch
    Maurice Leitch is a Northern Irish novelist, short story writer, and radio producer known for his explorations of social and political tensions in Ireland.
  • B. Denis Worrall
    Denis Worrall is a South African politician and diplomat best known as a prominent anti-apartheid reformist and co-founder of the Democratic Party.
  • C. Wilfred Lucas
    Wilfred Lucas was a Canadian-born actor and director of the silent film era, known for his work with D. W. Griffith at Biograph Studios.
  • D. Maurice Denham
    Maurice Denham was an English character actor known for his extensive work in film, television, and radio from the mid-20th century onward.
  • E. John Hoyland
    John Hoyland was a prominent British abstract painter known for his bold use of color and large-scale, non-figurative works.
  • 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: Jamie Marshall
Triple: [The Foreigner (2017 film), producer, Jamie Marshall]
Generated description
Jamie Marshall is a film producer known for his work on action and thriller movies, including the 2017 Jackie Chan–starring film "The Foreigner."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jamie Marshall
Target entity description: Jamie Marshall is a film producer known for his work on action and thriller movies, including the 2017 Jackie Chan–starring film "The Foreigner."
  • A. Maurice Leitch
    Maurice Leitch is a Northern Irish novelist, short story writer, and radio producer known for his explorations of social and political tensions in Ireland.
  • B. Denis Worrall
    Denis Worrall is a South African politician and diplomat best known as a prominent anti-apartheid reformist and co-founder of the Democratic Party.
  • C. Wilfred Lucas
    Wilfred Lucas was a Canadian-born actor and director of the silent film era, known for his work with D. W. Griffith at Biograph Studios.
  • D. Maurice Denham
    Maurice Denham was an English character actor known for his extensive work in film, television, and radio from the mid-20th century onward.
  • E. John Hoyland
    John Hoyland was a prominent British abstract painter known for his bold use of color and large-scale, non-figurative works.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd2d5a88190aead748920f93d47 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a20c1881909b387aed6f532c3d completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:16 a.m.