Triple

T15688617
Position Surface form Disambiguated ID Type / Status
Subject constructivism (psychology) E380265 entity
Predicate relatedTheory P37 FINISHED
Object constructionism (learning theory) E78349 NE 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: constructionism (learning theory) | Statement: [constructivism (psychology), relatedTheory, constructionism (learning theory)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: constructionism (learning theory)
Context triple: [constructivism (psychology), relatedTheory, constructionism (learning theory)]
  • A. constructionism (learning theory) chosen
    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 (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.
  • C. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • D. Cognitivism
    Cognitivism is a psychological and educational theory that explains learning and behavior in terms of internal mental processes such as thinking, memory, and problem-solving.
  • E. SOLE (Self-Organized Learning Environments)
    SOLE (Self-Organized Learning Environments) is an educational approach developed by Sugata Mitra in which students collaboratively explore and answer big questions using internet resources with minimal teacher intervention.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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.
NED1 Entity disambiguation (via context triple) batch_69ff6ee91340819086c8f51e8eb477aa completed May 9, 2026, 5:29 p.m.
Created at: April 10, 2026, 4:44 a.m.