Triple

T5540339
Position Surface form Disambiguated ID Type / Status
Subject Dell Hymes E145271 entity
Predicate notableWork P4 FINISHED
Object Ethnography, Linguistics, Narrative Inequality
*Ethnography, Linguistics, Narrative Inequality* is a scholarly work by Dell Hymes that explores how narrative practices and linguistic forms reflect and reproduce social and cultural inequalities.
E530443 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: Ethnography, Linguistics, Narrative Inequality | Statement: [Dell Hymes, notableWork, Ethnography, Linguistics, Narrative Inequality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethnography, Linguistics, Narrative Inequality
Context triple: [Dell Hymes, notableWork, Ethnography, Linguistics, Narrative Inequality]
  • A. Journal of Linguistic Anthropology
    The Journal of Linguistic Anthropology is a peer-reviewed academic journal that publishes research on the intersection of language, culture, and society within the field of linguistic anthropology.
  • B. 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.
  • C. Fragments of Vernacular Matters
    Fragments of Vernacular Matters is an English title commonly used for Petrarch’s influential Italian lyric collection "Rerum vulgarium fragmenta," a cornerstone of Renaissance poetry.
  • D. Dimensions of a Creole Continuum
    "Dimensions of a Creole Continuum" is a seminal sociolinguistic study by John R. Rickford that analyzes the range and structure of creole varieties in Guyana to illuminate how social and linguistic factors shape creole continua.
  • E. Language: An Introduction to the Study of Speech
    "Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
  • 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: Ethnography, Linguistics, Narrative Inequality
Triple: [Dell Hymes, notableWork, Ethnography, Linguistics, Narrative Inequality]
Generated description
*Ethnography, Linguistics, Narrative Inequality* is a scholarly work by Dell Hymes that explores how narrative practices and linguistic forms reflect and reproduce social and cultural inequalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ethnography, Linguistics, Narrative Inequality
Target entity description: *Ethnography, Linguistics, Narrative Inequality* is a scholarly work by Dell Hymes that explores how narrative practices and linguistic forms reflect and reproduce social and cultural inequalities.
  • A. Journal of Linguistic Anthropology
    The Journal of Linguistic Anthropology is a peer-reviewed academic journal that publishes research on the intersection of language, culture, and society within the field of linguistic anthropology.
  • B. 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.
  • C. Fragments of Vernacular Matters
    Fragments of Vernacular Matters is an English title commonly used for Petrarch’s influential Italian lyric collection "Rerum vulgarium fragmenta," a cornerstone of Renaissance poetry.
  • D. Dimensions of a Creole Continuum
    "Dimensions of a Creole Continuum" is a seminal sociolinguistic study by John R. Rickford that analyzes the range and structure of creole varieties in Guyana to illuminate how social and linguistic factors shape creole continua.
  • E. Language: An Introduction to the Study of Speech
    "Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb487648190948493fe96cec0ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0281bfcc48190a0e4e51b4dca5a4b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0362dc2648190b1cb81d6aa3050da completed March 22, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69c036adf9ac8190aed5688d67e52304 completed March 22, 2026, 6:36 p.m.
Created at: March 22, 2026, 3:35 p.m.