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.