Triple

T15688610
Position Surface form Disambiguated ID Type / Status
Subject constructivism (psychology) E380265 entity
Predicate influencedBy P9 FINISHED
Object Lev Vygotsky E193605 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: Lev Vygotsky | Statement: [constructivism (psychology), influencedBy, Lev Vygotsky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lev Vygotsky
Context triple: [constructivism (psychology), influencedBy, Lev Vygotsky]
  • A. Lev Vygotsky chosen
    Lev Vygotsky was a Soviet psychologist renowned for his foundational work in developmental psychology and his sociocultural theory of cognitive development, including the concept of the zone of proximal development.
  • B. Alexander Luria
    Alexander Luria was a pioneering Soviet neuropsychologist and cognitive psychologist known for his groundbreaking work on brain function, language, and the rehabilitation of brain-injured patients.
  • C. Jean Piaget
    Jean Piaget was a Swiss psychologist renowned for his pioneering work on child development and his theory of cognitive development, which profoundly shaped modern educational and developmental psychology.
  • D. Jerome Bruner
    Jerome Bruner was an influential American psychologist and educational theorist known for his work on cognitive development, constructivist learning, and the role of culture and narrative in education.
  • E. Piaget
    Piaget is a Swiss luxury watch and jewelry brand renowned for its ultra-thin timepieces and high-end craftsmanship.
  • 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.