Triple

T2557533
Position Surface form Disambiguated ID Type / Status
Subject A Week in December E56761 entity
Predicate mainCharacter P1183 FINISHED
Object John Veals
John Veals is a ruthless, ultra-wealthy hedge fund manager in Sebastian Faulks’s novel "A Week in December," embodying the excesses and moral ambiguities of high finance in contemporary London.
E278244 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: John Veals | Statement: [A Week in December, mainCharacter, John Veals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Veals
Context triple: [A Week in December, mainCharacter, John Veals]
  • A. Michael Chapman
    Michael Chapman was an acclaimed American cinematographer best known for his influential work on landmark films of the 1970s and 1980s, particularly in collaboration with director Martin Scorsese.
  • B. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • C. John Callaghan
    John Callaghan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Callaghan.
  • D. Douglas Glenn Colvin
    Douglas Glenn Colvin, better known as Dee Dee Ramone, was the bassist, primary songwriter, and a founding member of the pioneering punk rock band the Ramones.
  • E. Dan Foy
    Dan Foy is an American local politician who serves as the mayor of Burbank, Illinois.
  • 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: John Veals
Triple: [A Week in December, mainCharacter, John Veals]
Generated description
John Veals is a ruthless, ultra-wealthy hedge fund manager in Sebastian Faulks’s novel "A Week in December," embodying the excesses and moral ambiguities of high finance in contemporary London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Veals
Target entity description: John Veals is a ruthless, ultra-wealthy hedge fund manager in Sebastian Faulks’s novel "A Week in December," embodying the excesses and moral ambiguities of high finance in contemporary London.
  • A. Michael Chapman
    Michael Chapman was an acclaimed American cinematographer best known for his influential work on landmark films of the 1970s and 1980s, particularly in collaboration with director Martin Scorsese.
  • B. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • C. John Callaghan
    John Callaghan is a relatively obscure individual whose name is notably recorded as a bearer of the surname Callaghan.
  • D. Douglas Glenn Colvin
    Douglas Glenn Colvin, better known as Dee Dee Ramone, was the bassist, primary songwriter, and a founding member of the pioneering punk rock band the Ramones.
  • E. Dan Foy
    Dan Foy is an American local politician who serves as the mayor of Burbank, Illinois.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd310b3a48190b275be13eb050e57 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d1d937c8190ac6b7bb405a49c3c completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dc7ef4c81908581716c07dcae47 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e69ac3481908f48ad0efcd13767 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.