Triple
T8278486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lev Vygotsky |
E193605
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Thought and Language
"Thought and Language" is a foundational work in developmental and educational psychology in which Lev Vygotsky explores the interdependence of language and cognitive development.
|
E723162
|
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: Thought and Language | Statement: [Lev Vygotsky, notableWork, Thought and Language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thought and Language Context triple: [Lev Vygotsky, notableWork, Thought and Language]
-
A.
Language, Thought, and Reality
Language, Thought, and Reality is a posthumous collection of essays by linguist Benjamin Lee Whorf that presents his influential ideas on how language shapes human thought and perception.
-
B.
Language and Mind
Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
-
C.
The Language and Thought of the Child
The Language and Thought of the Child is a foundational book in developmental psychology in which Jean Piaget explores how children’s language use reflects and shapes their evolving cognitive structures.
-
D.
The Meaning of Meaning
The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
-
E.
The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
- 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: Thought and Language Triple: [Lev Vygotsky, notableWork, Thought and Language]
Generated description
"Thought and Language" is a foundational work in developmental and educational psychology in which Lev Vygotsky explores the interdependence of language and cognitive development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thought and Language Target entity description: "Thought and Language" is a foundational work in developmental and educational psychology in which Lev Vygotsky explores the interdependence of language and cognitive development.
-
A.
Language, Thought, and Reality
Language, Thought, and Reality is a posthumous collection of essays by linguist Benjamin Lee Whorf that presents his influential ideas on how language shapes human thought and perception.
-
B.
Language and Mind
Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
-
C.
The Language and Thought of the Child
The Language and Thought of the Child is a foundational book in developmental psychology in which Jean Piaget explores how children’s language use reflects and shapes their evolving cognitive structures.
-
D.
The Meaning of Meaning
The Meaning of Meaning is a seminal 1923 work in semantics and the philosophy of language by C. K. Ogden and I. A. Richards that explores how language, symbols, and thought are related.
-
E.
The Relation of Habitual Thought and Behavior to Language
"The Relation of Habitual Thought and Behavior to Language" is a seminal essay by linguist Benjamin Lee Whorf that articulates the idea that the structure of a language influences its speakers’ patterns of thought and behavior.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ebb6b88190bc777b8bd72fcdbc |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6863c22c8190b888a23bb9005712 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d5441248190a9e32281dc8e8d62 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e20f71c8190959319c6683a2810 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.