Triple

T738353
Position Surface form Disambiguated ID Type / Status
Subject Chomskyan linguistics E14984 entity
Predicate contrastsWith P278 FINISHED
Object Bloomfieldian structuralism
Bloomfieldian structuralism is a behaviorist, empiricist approach to linguistics that analyzes language through distributional patterns of observable forms, emphasizing description over innate mental structures.
E87786 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: Bloomfieldian structuralism | Statement: [Chomskyan linguistics, contrastsWith, Bloomfieldian structuralism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomfieldian structuralism
Context triple: [Chomskyan linguistics, contrastsWith, Bloomfieldian structuralism]
  • A. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • B. Chomskyan linguistics
    Chomskyan linguistics is a theoretical approach to language pioneered by Noam Chomsky that emphasizes humans’ innate linguistic capacity and focuses on the formal, generative rules underlying all natural languages.
  • C. Cartesian Linguistics
    Cartesian Linguistics is a 1966 book by Noam Chomsky that explores the historical roots of modern linguistics in rationalist philosophy, particularly the Cartesian tradition.
  • D. Syntactic Structures
    Syntactic Structures is a landmark 1957 book by linguist Noam Chomsky that revolutionized the study of language by introducing generative grammar and challenging behaviorist views of linguistics.
  • E. Aspects of the Theory of Syntax
    Aspects of the Theory of Syntax is a seminal 1965 book by linguist Noam Chomsky that helped establish generative grammar as a central framework in theoretical linguistics.
  • 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: Bloomfieldian structuralism
Triple: [Chomskyan linguistics, contrastsWith, Bloomfieldian structuralism]
Generated description
Bloomfieldian structuralism is a behaviorist, empiricist approach to linguistics that analyzes language through distributional patterns of observable forms, emphasizing description over innate mental structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomfieldian structuralism
Target entity description: Bloomfieldian structuralism is a behaviorist, empiricist approach to linguistics that analyzes language through distributional patterns of observable forms, emphasizing description over innate mental structures.
  • A. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • B. Chomskyan linguistics
    Chomskyan linguistics is a theoretical approach to language pioneered by Noam Chomsky that emphasizes humans’ innate linguistic capacity and focuses on the formal, generative rules underlying all natural languages.
  • C. Cartesian Linguistics
    Cartesian Linguistics is a 1966 book by Noam Chomsky that explores the historical roots of modern linguistics in rationalist philosophy, particularly the Cartesian tradition.
  • D. Syntactic Structures
    Syntactic Structures is a landmark 1957 book by linguist Noam Chomsky that revolutionized the study of language by introducing generative grammar and challenging behaviorist views of linguistics.
  • E. Aspects of the Theory of Syntax
    Aspects of the Theory of Syntax is a seminal 1965 book by linguist Noam Chomsky that helped establish generative grammar as a central framework in theoretical linguistics.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5f1c9888190b2817138c6893cfe completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b4c8bb88190aa413a4bed256129 completed March 3, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a64beaafa0819099b02cca0f6c79b7 completed March 3, 2026, 2:48 a.m.
Created at: March 1, 2026, 7:37 p.m.