Triple

T20858737
Position Surface form Disambiguated ID Type / Status
Subject Joseph C. Phillips E513553 entity
Predicate wrote P2831 FINISHED
Object He Talk Like a White Boy
"He Talk Like a White Boy" is a memoir and collection of essays by actor and commentator Joseph C. Phillips reflecting on race, identity, conservatism, and his experiences as a Black man in America.
E1454573 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: He Talk Like a White Boy | Statement: [Joseph C. Phillips, wrote, He Talk Like a White Boy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: He Talk Like a White Boy
Context triple: [Joseph C. Phillips, wrote, He Talk Like a White Boy]
  • A. You Never Met a White Boy Quite Like Me
    "You Never Met a White Boy Quite Like Me" is a hip hop track by rapper Cocky, noted for its braggadocious lyrics and playful, self-assured tone.
  • B. Lame White Man
    Lame White Man was a prominent Northern Cheyenne war leader known for his role in resisting U.S. military forces during the Indian Wars of the late 19th century.
  • C. 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*.
  • D. The Whitey Album
    The Whitey Album is an experimental 1988 record by Sonic Youth’s side project Ciccone Youth that blends noise rock, avant-garde sound collages, and pop-culture parody.
  • E. 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.
  • 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: He Talk Like a White Boy
Triple: [Joseph C. Phillips, wrote, He Talk Like a White Boy]
Generated description
"He Talk Like a White Boy" is a memoir and collection of essays by actor and commentator Joseph C. Phillips reflecting on race, identity, conservatism, and his experiences as a Black man in America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: He Talk Like a White Boy
Target entity description: "He Talk Like a White Boy" is a memoir and collection of essays by actor and commentator Joseph C. Phillips reflecting on race, identity, conservatism, and his experiences as a Black man in America.
  • A. You Never Met a White Boy Quite Like Me
    "You Never Met a White Boy Quite Like Me" is a hip hop track by rapper Cocky, noted for its braggadocious lyrics and playful, self-assured tone.
  • B. Lame White Man
    Lame White Man was a prominent Northern Cheyenne war leader known for his role in resisting U.S. military forces during the Indian Wars of the late 19th century.
  • C. 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*.
  • D. The Whitey Album
    The Whitey Album is an experimental 1988 record by Sonic Youth’s side project Ciccone Youth that blends noise rock, avant-garde sound collages, and pop-culture parody.
  • E. 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.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a9fd7881908ae4c5c63f64efc0 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0d847481908e4108d8bff97655 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090ba60a848190a451883326a0c198 completed May 17, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a090fd62538819095c04324d3714371 completed May 17, 2026, 12:46 a.m.
Created at: April 16, 2026, 12:44 p.m.