Triple

T19543833
Position Surface form Disambiguated ID Type / Status
Subject Arthur Hailey E488983 entity
Predicate notableWork P4 FINISHED
Object The Moneychangers
The Moneychangers is a 1975 novel by Arthur Hailey that offers a dramatic, behind-the-scenes look at the inner workings, power struggles, and ethical dilemmas within a large American bank.
 E1381880 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: The Moneychangers | Statement: [Arthur Hailey, notableWork, The Moneychangers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Moneychangers
Context triple: [Arthur Hailey, notableWork, The Moneychangers]
  • A. The Money
    "The Money" is a popular Afrobeats song by Nigerian producer and songwriter Kiddominant.
  • B. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • C. The Debt
    The Debt is a work associated with Ben Davis, likely a book or significant publication reflecting his perspectives or expertise.
  • D. Currency of Man
    "Currency of Man" is a jazz-influenced studio album by American singer-songwriter Melody Gardot, noted for its soulful, socially conscious themes and richly orchestrated sound.
  • E. The Cashier
    The Cashier is a novel by Canadian author Gabrielle Roy that portrays the quiet struggles and inner life of a low-paid store clerk in mid-20th-century Quebec.
  • 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: The Moneychangers
Triple: [Arthur Hailey, notableWork, The Moneychangers]
Generated description
The Moneychangers is a 1975 novel by Arthur Hailey that offers a dramatic, behind-the-scenes look at the inner workings, power struggles, and ethical dilemmas within a large American bank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Moneychangers
Target entity description: The Moneychangers is a 1975 novel by Arthur Hailey that offers a dramatic, behind-the-scenes look at the inner workings, power struggles, and ethical dilemmas within a large American bank.
  • A. The Money
    "The Money" is a popular Afrobeats song by Nigerian producer and songwriter Kiddominant.
  • B. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • C. The Debt
    The Debt is a work associated with Ben Davis, likely a book or significant publication reflecting his perspectives or expertise.
  • D. Currency of Man
    "Currency of Man" is a jazz-influenced studio album by American singer-songwriter Melody Gardot, noted for its soulful, socially conscious themes and richly orchestrated sound.
  • E. The Cashier
    The Cashier is a novel by Canadian author Gabrielle Roy that portrays the quiet struggles and inner life of a low-paid store clerk in mid-20th-century Quebec.
  • 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_69d8e8db5b6c8190984b61f91981f575 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e638750b288190aecdb0e18a1add62 completed April 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e84fcdc8190a1995f2981016361 completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074f4f3c008190b6483a994b2309cd completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a075019f0b48190ae2469b1979e6cce completed May 15, 2026, 4:55 p.m.
Created at: April 10, 2026, 1:41 p.m.