Triple

T12962583
Position Surface form Disambiguated ID Type / Status
Subject William Labov E321180 entity
Predicate notableWork P4 FINISHED
Object Language in the Inner City
Language in the Inner City is a seminal sociolinguistic study by William Labov that analyzes the structure and social significance of African American Vernacular English in urban communities.
E1012855 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: Language in the Inner City | Statement: [William Labov, notableWork, Language in the Inner City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Language in the Inner City
Context triple: [William Labov, notableWork, Language in the Inner City]
  • A. Spoken Soul: The Story of Black English
    Spoken Soul: The Story of Black English is a book that explores the history, structure, and cultural significance of African American Vernacular English and argues for its legitimacy as a rich and expressive language variety.
  • B. The Development of African American English
    "The Development of African American English" is a scholarly work that examines the historical origins, structural features, and sociolinguistic evolution of African American English.
  • C. The Way to Language
    "The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
  • D. The Two Faces of the Ghetto
    The Two Faces of the Ghetto is a sociological work by Loïc Wacquant that analyzes the dual role of the urban ghetto as both a site of confinement and a source of community and identity.
  • E. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • 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: Language in the Inner City
Triple: [William Labov, notableWork, Language in the Inner City]
Generated description
Language in the Inner City is a seminal sociolinguistic study by William Labov that analyzes the structure and social significance of African American Vernacular English in urban communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Language in the Inner City
Target entity description: Language in the Inner City is a seminal sociolinguistic study by William Labov that analyzes the structure and social significance of African American Vernacular English in urban communities.
  • A. Spoken Soul: The Story of Black English
    Spoken Soul: The Story of Black English is a book that explores the history, structure, and cultural significance of African American Vernacular English and argues for its legitimacy as a rich and expressive language variety.
  • B. The Development of African American English
    "The Development of African American English" is a scholarly work that examines the historical origins, structural features, and sociolinguistic evolution of African American English.
  • C. The Way to Language
    "The Way to Language" is a philosophical essay by Martin Heidegger that explores the nature of language as the medium through which being and thought are disclosed.
  • D. The Two Faces of the Ghetto
    The Two Faces of the Ghetto is a sociological work by Loïc Wacquant that analyzes the dual role of the urban ghetto as both a site of confinement and a source of community and identity.
  • E. Race, Language and Culture
    Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e2f5e448190b56e74602c43358d completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e227948190a2d08db97b4e41aa completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dac2c88190850304023f156969 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:23 p.m.