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.