Triple
T8278457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lev Vygotsky |
E193605
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
sociocultural theory of cognitive development
The sociocultural theory of cognitive development is a psychological framework that explains how children’s thinking grows through social interaction, language, and cultural tools, emphasizing the role of more knowledgeable others and the surrounding cultural context.
|
E723155
|
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: sociocultural theory of cognitive development | Statement: [Lev Vygotsky, knownFor, sociocultural theory of cognitive development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: sociocultural theory of cognitive development Context triple: [Lev Vygotsky, knownFor, sociocultural theory of cognitive development]
-
A.
The Construction of Reality in the Child
The Construction of Reality in the Child is a seminal book by developmental psychologist Jean Piaget that analyzes how infants and young children gradually build an understanding of objects, space, time, and causality.
-
B.
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.
-
C.
The Child's Conception of the World
The Child's Conception of the World is a seminal book by developmental psychologist Jean Piaget that explores how children understand reality, causality, and the physical world as their cognitive abilities develop.
-
D.
Genetic Epistemology
Genetic Epistemology is Jean Piaget’s theoretical framework that explains how human knowledge develops through the progressive construction and reorganization of cognitive structures from childhood onward.
-
E.
constructivism (psychology)
Constructivism in psychology is a theory of learning and cognition that holds individuals actively construct knowledge and meaning from their experiences rather than passively absorbing information.
- 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: sociocultural theory of cognitive development Triple: [Lev Vygotsky, knownFor, sociocultural theory of cognitive development]
Generated description
The sociocultural theory of cognitive development is a psychological framework that explains how children’s thinking grows through social interaction, language, and cultural tools, emphasizing the role of more knowledgeable others and the surrounding cultural context.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: sociocultural theory of cognitive development Target entity description: The sociocultural theory of cognitive development is a psychological framework that explains how children’s thinking grows through social interaction, language, and cultural tools, emphasizing the role of more knowledgeable others and the surrounding cultural context.
-
A.
The Construction of Reality in the Child
The Construction of Reality in the Child is a seminal book by developmental psychologist Jean Piaget that analyzes how infants and young children gradually build an understanding of objects, space, time, and causality.
-
B.
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.
-
C.
The Child's Conception of the World
The Child's Conception of the World is a seminal book by developmental psychologist Jean Piaget that explores how children understand reality, causality, and the physical world as their cognitive abilities develop.
-
D.
Genetic Epistemology
Genetic Epistemology is Jean Piaget’s theoretical framework that explains how human knowledge develops through the progressive construction and reorganization of cognitive structures from childhood onward.
-
E.
constructivism (psychology)
Constructivism in psychology is a theory of learning and cognition that holds individuals actively construct knowledge and meaning from their experiences rather than passively absorbing information.
- 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.