Triple

T21623438
Position Surface form Disambiguated ID Type / Status
Subject Language, Thought, and Reality E533634 entity
Predicate hasPart P35 FINISHED
Object “Grammatical Categories”
“Grammatical Categories” is a seminal essay by Roman Jakobson that analyzes how the grammatical structures of languages shape and reflect human perception and cognition.
 E1492224 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: “Grammatical Categories” | Statement: [Language, Thought, and Reality, hasPart, “Grammatical Categories”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Grammatical Categories”
Context triple: [Language, Thought, and Reality, hasPart, “Grammatical Categories”]
  • A. Word Formation in Generative Grammar
    Word Formation in Generative Grammar is a foundational linguistics monograph that systematically analyzes how words are structured and created within the framework of generative grammar.
  • B. General and Rational Grammar
    General and Rational Grammar is a 17th-century French linguistic treatise from the Port-Royal school that seeks to explain the universal, rational principles underlying all human languages.
  • C. The Syntax of Adjectives
    The Syntax of Adjectives is a seminal linguistic monograph by Guglielmo Cinque that analyzes the structure, ordering, and interpretation of adjectives within the noun phrase from a generative grammar perspective.
  • D. Grammaticalization: A Critical Assessment
    "Grammaticalization: A Critical Assessment" is a scholarly work by linguist Lyle Campbell that critically evaluates the theory and evidence surrounding grammaticalization in language change.
  • E. Methods in Structural Linguistics
    Methods in Structural Linguistics is a foundational 1951 work in linguistics that systematically develops the principles and procedures of structural (distributional) analysis of 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: “Grammatical Categories”
Triple: [Language, Thought, and Reality, hasPart, “Grammatical Categories”]
Generated description
“Grammatical Categories” is a seminal essay by Roman Jakobson that analyzes how the grammatical structures of languages shape and reflect human perception and cognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Grammatical Categories”
Target entity description: “Grammatical Categories” is a seminal essay by Roman Jakobson that analyzes how the grammatical structures of languages shape and reflect human perception and cognition.
  • A. Word Formation in Generative Grammar
    Word Formation in Generative Grammar is a foundational linguistics monograph that systematically analyzes how words are structured and created within the framework of generative grammar.
  • B. General and Rational Grammar
    General and Rational Grammar is a 17th-century French linguistic treatise from the Port-Royal school that seeks to explain the universal, rational principles underlying all human languages.
  • C. The Syntax of Adjectives
    The Syntax of Adjectives is a seminal linguistic monograph by Guglielmo Cinque that analyzes the structure, ordering, and interpretation of adjectives within the noun phrase from a generative grammar perspective.
  • D. Grammaticalization: A Critical Assessment
    "Grammaticalization: A Critical Assessment" is a scholarly work by linguist Lyle Campbell that critically evaluates the theory and evidence surrounding grammaticalization in language change.
  • E. Methods in Structural Linguistics
    Methods in Structural Linguistics is a foundational 1951 work in linguistics that systematically develops the principles and procedures of structural (distributional) analysis of 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef521125f481909ccfc95d884976e2 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd4782308190a5fe7127e7047dfa completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fdc1ef648190b14f8e8c2d64e9bc completed May 17, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09fe2103e081909a36eec585b71b90 completed May 17, 2026, 5:42 p.m.
Created at: April 16, 2026, 6:34 p.m.