Triple

T13648449
Position Surface form Disambiguated ID Type / Status
Subject A Gambler’s Anatomy E326664 entity
Predicate coverArtist P184 FINISHED
Object Keith Hayes
Keith Hayes is an artist and designer known for creating the cover art for the novel "A Gambler’s Anatomy."
E1073534 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: Keith Hayes | Statement: [A Gambler’s Anatomy, coverArtist, Keith Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keith Hayes
Context triple: [A Gambler’s Anatomy, coverArtist, Keith Hayes]
  • A. Terry Hayes
    Terry Hayes is an Australian screenwriter, producer, and novelist best known for co-writing the original Mad Max films and the thriller novel "I Am Pilgrim."
  • B. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • C. Bill Heslop
    Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
  • D. Alan Emmott
    Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • E. Phil Davies
    Phil Davies is a British television producer best known for his work on the popular animated children's series "Peppa Pig."
  • 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: Keith Hayes
Triple: [A Gambler’s Anatomy, coverArtist, Keith Hayes]
Generated description
Keith Hayes is an artist and designer known for creating the cover art for the novel "A Gambler’s Anatomy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keith Hayes
Target entity description: Keith Hayes is an artist and designer known for creating the cover art for the novel "A Gambler’s Anatomy."
  • A. Terry Hayes
    Terry Hayes is an Australian screenwriter, producer, and novelist best known for co-writing the original Mad Max films and the thriller novel "I Am Pilgrim."
  • B. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • C. Bill Heslop
    Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
  • D. Alan Emmott
    Alan Emmott was a Canadian municipal politician who served as mayor of Burnaby, British Columbia.
  • E. Phil Davies
    Phil Davies is a British television producer best known for his work on the popular animated children's series "Peppa Pig."
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc6073e888190965456a639839749 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac7c8bbc81908c7aa15c6892be34 completed May 6, 2026, 9:02 p.m.
NEDg Description generation batch_69fbb00b50208190be68a22ae90ef113 completed May 6, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_69fbb082c6988190ac679f09449c133d completed May 6, 2026, 9:20 p.m.
Created at: April 9, 2026, 9:52 p.m.