Triple
T15688637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | constructivism (psychology) |
E380265
|
entity |
| Predicate | viewOnLearningEnvironment |
P4078
|
FINISHED |
| Object | learning environments should be rich and authentic |
—
|
LITERAL FINISHED |
How this triple was built (2 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: learning environments should be rich and authentic | Statement: [constructivism (psychology), viewOnLearningEnvironment, learning environments should be rich and authentic]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: viewOnLearningEnvironment Context triple: [constructivism (psychology), viewOnLearningEnvironment, learning environments should be rich and authentic]
-
A.
viewsLearnerAs
Indicates that one entity perceives, regards, or treats another entity specifically in the role of a learner.
-
B.
viewOnEducation
chosen
Indicates a stance, opinion, or perspective that an entity holds regarding education or educational matters.
-
C.
viewOnKnowledge
Indicates the perspective, stance, or opinion one entity holds regarding another entity’s knowledge or understanding.
-
D.
viewOnReality
Indicates a subject’s overarching perspective, interpretation, or conceptual stance regarding the nature of reality.
-
E.
environmentType
Indicates the kind or category of environment associated with an entity or situation.
- F. None of above.
Provenance (3 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f4cee5481908699fbb2b7bdd2f6 |
completed | April 16, 2026, 2:54 a.m. |
| PD | Predicate disambiguation | batch_69deda8c856c8190882330114f9a1a5f |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:44 a.m.