Triple

T3327232
Position Surface form Disambiguated ID Type / Status
Subject John R. Rickford E69943 entity
Predicate notableWork P4 FINISHED
Object Variation, Versatility and Change in African American English
"Variation, Versatility and Change in African American English" is a scholarly work by sociolinguist John R. Rickford that examines the structure, diversity, and evolution of African American English in social and historical context.
E349252 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: Variation, Versatility and Change in African American English | Statement: [John R. Rickford, notableWork, Variation, Versatility and Change in African American English]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Variation, Versatility and Change in African American English
Context triple: [John R. Rickford, notableWork, Variation, Versatility and Change in African American English]
  • A. 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.
  • B. Atlas of North American English
    The Atlas of North American English is a comprehensive linguistic survey that maps and analyzes regional variation in pronunciation and vowel shifts across contemporary North American English.
  • C. The Sound Pattern of English
    The Sound Pattern of English is a foundational 1968 work in generative phonology by Noam Chomsky and Morris Halle that systematically analyzes the phonological component of grammar within the framework of transformational-generative linguistics.
  • D. African American Vernacular English
    African American Vernacular English is a systematic and rule-governed variety of English historically associated with African American communities, characterized by distinct phonological, grammatical, and lexical features.
  • 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: Variation, Versatility and Change in African American English
Triple: [John R. Rickford, notableWork, Variation, Versatility and Change in African American English]
Generated description
"Variation, Versatility and Change in African American English" is a scholarly work by sociolinguist John R. Rickford that examines the structure, diversity, and evolution of African American English in social and historical context.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Variation, Versatility and Change in African American English
Target entity description: "Variation, Versatility and Change in African American English" is a scholarly work by sociolinguist John R. Rickford that examines the structure, diversity, and evolution of African American English in social and historical context.
  • A. 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.
  • B. Atlas of North American English
    The Atlas of North American English is a comprehensive linguistic survey that maps and analyzes regional variation in pronunciation and vowel shifts across contemporary North American English.
  • C. The Sound Pattern of English
    The Sound Pattern of English is a foundational 1968 work in generative phonology by Noam Chomsky and Morris Halle that systematically analyzes the phonological component of grammar within the framework of transformational-generative linguistics.
  • D. African American Vernacular English
    African American Vernacular English is a systematic and rule-governed variety of English historically associated with African American communities, characterized by distinct phonological, grammatical, and lexical features.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16f61248190bab10f4ac9e066f7 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7ce34c81908df0c30a41fd925c completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c368e4c8190a011833fce090a7d completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31d3fa6088190a5abf858c01c25bc completed March 12, 2026, 8:08 p.m.
Created at: March 8, 2026, 3:12 p.m.