Triple

T5081005
Position Surface form Disambiguated ID Type / Status
Subject Noam Chomsky’s 1959 review E114508 entity
Predicate reviewOf P61176 FINISHED
Object Verbal Behavior E21050 NE FINISHED

How this triple was built (3 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: Verbal Behavior | Statement: [Noam Chomsky’s 1959 review, reviewOf, Verbal Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Verbal Behavior
Context triple: [Noam Chomsky’s 1959 review, reviewOf, Verbal Behavior]
  • A. Verbal Behavior chosen
    Verbal Behavior is B. F. Skinner’s influential book that applies the principles of behaviorism to the analysis and explanation of human language.
  • B. The Structure of Behavior
    The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
  • C. The Verbal Icon
    The Verbal Icon is a foundational work of literary theory by W.K. Wimsatt that articulates core principles of New Criticism, emphasizing close reading and the autonomy of the literary text.
  • D. 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.
  • E. How to Do Things with Words
    How to Do Things with Words is a foundational work in 20th-century philosophy of language by J. L. Austin that introduced speech act theory and transformed understandings of how language functions in practice.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: reviewOf
Context triple: [Noam Chomsky’s 1959 review, reviewOf, Verbal Behavior]
  • A. reviewFormat
    Indicates the specific structure, style, or medium in which a review is presented or delivered.
  • B. reviewAggregator
    Indicates that an entity functions as a collector and summarizer of reviews or ratings about other entities.
  • C. reviewPhrase
    Indicates that one entity expresses an evaluative or opinionated phrase about another entity, typically as part of a review or critique.
  • D. reviewedBy
    Indicates that an item, work, or action has been examined and evaluated by a specific agent or reviewer.
  • E. reviewScope
    Indicates the extent, boundaries, or aspects of something that are covered, considered, or evaluated during a review.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74f9d9848190919aad6cfe14f1cf completed March 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb1303bc4819084e0270a8ff97aec completed March 21, 2026, 2:54 p.m.
PD Predicate disambiguation batch_69bd7159adc881909effd4382c395c66 completed March 20, 2026, 4:10 p.m.
PDg Predicate description generation batch_69bd73b2c2808190b777e2c2a8a45d3f completed March 20, 2026, 4:20 p.m.
Created at: March 20, 2026, 1:39 p.m.