Triple

T10080498
Position Surface form Disambiguated ID Type / Status
Subject Kevin Gilbert E213886 entity
Predicate notableWork P4 FINISHED
Object Because a White Man’ll Never Do It
"Because a White Man’ll Never Do It" is a 1994 political book by Australian writer and activist Kevin Gilbert that critiques colonialism, racism, and government policy toward Aboriginal Australians.
E840473 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: Because a White Man’ll Never Do It | Statement: [Kevin Gilbert, notableWork, Because a White Man’ll Never Do It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Because a White Man’ll Never Do It
Context triple: [Kevin Gilbert, notableWork, Because a White Man’ll Never Do It]
  • A. Where the White Boys Dance
    "Where the White Boys Dance" is a song by American rock band The Killers, known as a B-side from the era of their second studio album, *Sam's Town*.
  • B. That Nigger's Crazy
    That Nigger's Crazy is a landmark 1974 stand-up comedy album by Richard Pryor that helped redefine American comedy with its raw, provocative, and socially incisive material.
  • C. This Is a Black Man’s Country
    "This Is a Black Man’s Country" is an early reggae track by Jamaican singer Horace Andy that helped launch his recording career.
  • D. Ain’t Your Right
    "Ain’t Your Right" is a song by American singer Sky Ferreira from her debut studio album "Night Time, My Time," blending dark pop and indie rock elements.
  • E. The White Negro
    The White Negro is a provocative 1957 essay by Norman Mailer that explores hipster culture, race, and existential rebellion in mid-20th-century America.
  • 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: Because a White Man’ll Never Do It
Triple: [Kevin Gilbert, notableWork, Because a White Man’ll Never Do It]
Generated description
"Because a White Man’ll Never Do It" is a 1994 political book by Australian writer and activist Kevin Gilbert that critiques colonialism, racism, and government policy toward Aboriginal Australians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Because a White Man’ll Never Do It
Target entity description: "Because a White Man’ll Never Do It" is a 1994 political book by Australian writer and activist Kevin Gilbert that critiques colonialism, racism, and government policy toward Aboriginal Australians.
  • A. Where the White Boys Dance
    "Where the White Boys Dance" is a song by American rock band The Killers, known as a B-side from the era of their second studio album, *Sam's Town*.
  • B. That Nigger's Crazy
    That Nigger's Crazy is a landmark 1974 stand-up comedy album by Richard Pryor that helped redefine American comedy with its raw, provocative, and socially incisive material.
  • C. This Is a Black Man’s Country
    "This Is a Black Man’s Country" is an early reggae track by Jamaican singer Horace Andy that helped launch his recording career.
  • D. Ain’t Your Right
    "Ain’t Your Right" is a song by American singer Sky Ferreira from her debut studio album "Night Time, My Time," blending dark pop and indie rock elements.
  • E. The White Negro
    The White Negro is a provocative 1957 essay by Norman Mailer that explores hipster culture, race, and existential rebellion in mid-20th-century America.
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd032ef288190a961d266d9ecafbc completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b660987c8190a6a29d9e56acbff7 completed April 5, 2026, 7:22 p.m.
NEDg Description generation batch_69d2b78f3c248190b104937e2d669882 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b84a26a481908ab2705d5883cfce completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 9 p.m.