Triple

T17041129
Position Surface form Disambiguated ID Type / Status
Subject Robin D. G. Kelley E413447 entity
Predicate notableWork P4 FINISHED
Object Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America
"Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America" is a critical study of race, class, and popular culture in contemporary urban America that challenges stereotypes and dominant narratives about Black urban life.
E1247532 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: Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America | Statement: [Robin D. G. Kelley, notableWork, Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America
Context triple: [Robin D. G. Kelley, notableWork, Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America]
  • A. From Black Power to Hip Hop: Racism, Nationalism, and Feminism
    From Black Power to Hip Hop: Racism, Nationalism, and Feminism is a scholarly book by sociologist Patricia Hill Collins that examines how race, gender, and nationalism intersect in U.S. politics and popular culture, particularly within Black communities.
  • B. Radical Chic & Mau-Mauing the Flak Catchers
    Radical Chic & Mau-Mauing the Flak Catchers is a satirical non-fiction book by Tom Wolfe that dissects elite liberal politics and race relations in late-1960s and early-1970s America.
  • C. Black Feeling, Black Talk
    Black Feeling, Black Talk is a groundbreaking 1968 poetry collection by Nikki Giovanni that powerfully explores Black identity, struggle, and pride during the Civil Rights era.
  • D. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • E. Joy in the Hood
    Joy in the Hood is an Irish television series in which comedian Des Bishop lives and performs in disadvantaged communities, using stand-up comedy workshops to engage local residents.
  • 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: Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America
Triple: [Robin D. G. Kelley, notableWork, Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America]
Generated description
"Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America" is a critical study of race, class, and popular culture in contemporary urban America that challenges stereotypes and dominant narratives about Black urban life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America
Target entity description: "Yo' Mama's DisFunktional!: Fighting the Culture Wars in Urban America" is a critical study of race, class, and popular culture in contemporary urban America that challenges stereotypes and dominant narratives about Black urban life.
  • A. From Black Power to Hip Hop: Racism, Nationalism, and Feminism
    From Black Power to Hip Hop: Racism, Nationalism, and Feminism is a scholarly book by sociologist Patricia Hill Collins that examines how race, gender, and nationalism intersect in U.S. politics and popular culture, particularly within Black communities.
  • B. Radical Chic & Mau-Mauing the Flak Catchers
    Radical Chic & Mau-Mauing the Flak Catchers is a satirical non-fiction book by Tom Wolfe that dissects elite liberal politics and race relations in late-1960s and early-1970s America.
  • C. Black Feeling, Black Talk
    Black Feeling, Black Talk is a groundbreaking 1968 poetry collection by Nikki Giovanni that powerfully explores Black identity, struggle, and pride during the Civil Rights era.
  • D. Black America Again
    Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
  • E. Joy in the Hood
    Joy in the Hood is an Irish television series in which comedian Des Bishop lives and performs in disadvantaged communities, using stand-up comedy workshops to engage local residents.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.