Triple

T10366254
Position Surface form Disambiguated ID Type / Status
Subject Croupier E244257 entity
Predicate mainCharacter P1183 FINISHED
Object Jack Manfred
Jack Manfred is the coolly detached, morally conflicted casino dealer and narrator at the center of the British neo-noir film "Croupier."
E857427 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: Jack Manfred | Statement: [Croupier, mainCharacter, Jack Manfred]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Manfred
Context triple: [Croupier, mainCharacter, Jack Manfred]
  • A. George Foster
    George Foster is a former Major League Baseball outfielder best known as a power-hitting star of the Cincinnati Reds during their dominant 1970s era.
  • B. Allen Gamble
    Allen Gamble is a mild-mannered, desk-bound NYPD detective portrayed by Will Ferrell in the action-comedy film "The Other Guys."
  • C. Billy Cunningham
    Billy Cunningham is a Hall of Fame American basketball player and coach best known for his starring role with the Philadelphia 76ers in the 1960s and 1970s and later leading the team to an NBA championship as head coach.
  • D. Dorris Bowdon
    Dorris Bowdon was an American film actress best known for her role in the classic 1940 adaptation of John Steinbeck’s "The Grapes of Wrath."
  • E. George Huff
    George Huff is an American R&B and gospel singer who gained national recognition as a standout finalist on the third season of American Idol.
  • 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: Jack Manfred
Triple: [Croupier, mainCharacter, Jack Manfred]
Generated description
Jack Manfred is the coolly detached, morally conflicted casino dealer and narrator at the center of the British neo-noir film "Croupier."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Manfred
Target entity description: Jack Manfred is the coolly detached, morally conflicted casino dealer and narrator at the center of the British neo-noir film "Croupier."
  • A. George Foster
    George Foster is a former Major League Baseball outfielder best known as a power-hitting star of the Cincinnati Reds during their dominant 1970s era.
  • B. Allen Gamble
    Allen Gamble is a mild-mannered, desk-bound NYPD detective portrayed by Will Ferrell in the action-comedy film "The Other Guys."
  • C. Billy Cunningham
    Billy Cunningham is a Hall of Fame American basketball player and coach best known for his starring role with the Philadelphia 76ers in the 1960s and 1970s and later leading the team to an NBA championship as head coach.
  • D. Dorris Bowdon
    Dorris Bowdon was an American film actress best known for her role in the classic 1940 adaptation of John Steinbeck’s "The Grapes of Wrath."
  • E. George Huff
    George Huff is an American R&B and gospel singer who gained national recognition as a standout finalist on the third season of American Idol.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96f25f48190a41c8b0206b9238c completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c8c7588190a31bac5b774155fe completed April 9, 2026, 7:10 a.m.
NEDg Description generation batch_69d751ab890c8190b1549619049dab91 completed April 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69d7619e97588190a1443f9438c6efc0 completed April 9, 2026, 8:21 a.m.
Created at: April 6, 2026, noon