Triple
T3691336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | constructionism (learning theory) |
E78349
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
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.
|
E380265
|
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: constructivism (psychology) | Statement: [constructionism (learning theory), influencedBy, constructivism (psychology)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: constructivism (psychology) Context triple: [constructionism (learning theory), influencedBy, constructivism (psychology)]
-
A.
constructionism (learning theory)
Constructionism is a learning theory, rooted in the work of Seymour Papert, that holds people learn most effectively by actively constructing tangible, shareable artifacts in meaningful contexts.
-
B.
Constructivism
Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
-
C.
humanistic psychology
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
-
D.
Piaget
Piaget is a Swiss luxury watch and jewelry brand renowned for its ultra-thin timepieces and high-end craftsmanship.
-
E.
behaviorism
Behaviorism is a psychological approach that explains behavior in terms of observable actions shaped by environmental stimuli and reinforcement, largely rejecting internal mental states as objects of scientific study.
- 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: constructivism (psychology) Triple: [constructionism (learning theory), influencedBy, constructivism (psychology)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: constructivism (psychology) Target entity description: 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.
-
A.
constructionism (learning theory)
Constructionism is a learning theory, rooted in the work of Seymour Papert, that holds people learn most effectively by actively constructing tangible, shareable artifacts in meaningful contexts.
-
B.
Constructivism
Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
-
C.
humanistic psychology
Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
-
D.
Piaget
Piaget is a Swiss luxury watch and jewelry brand renowned for its ultra-thin timepieces and high-end craftsmanship.
-
E.
behaviorism
Behaviorism is a psychological approach that explains behavior in terms of observable actions shaped by environmental stimuli and reinforcement, largely rejecting internal mental states as objects of scientific study.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4e783a88190b2837a68b8723a25 |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3c9e9c08190bd97642ccf39b172 |
completed | March 14, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69b4c78bca688190bb06f64827285790 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7f33dec8190b71ea08cb1d34c32 |
completed | March 14, 2026, 2:29 a.m. |
Created at: March 8, 2026, 3:26 p.m.