Triple

T625174
Position Surface form Disambiguated ID Type / Status
Subject Walter Bender E15800 entity
Predicate influencedBy P9 FINISHED
Object 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.
E78349 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: constructionism (learning theory) | Statement: [Walter Bender, influencedBy, constructionism (learning theory)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: constructionism (learning theory)
Context triple: [Walter Bender, influencedBy, constructionism (learning theory)]
  • A. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Instructure
    Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
  • D. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • E. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • 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: constructionism (learning theory)
Triple: [Walter Bender, influencedBy, constructionism (learning theory)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: constructionism (learning theory)
Target entity description: 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.
  • A. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Instructure
    Instructure is an educational technology company best known for developing the Canvas learning management system used by schools and universities worldwide.
  • D. Freedom to Learn
    Freedom to Learn is an influential book by humanistic psychologist Carl Rogers that explores student-centered, experiential approaches to education and personal growth.
  • E. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e574444819087999404f3e3ffd9 completed March 1, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5670380948190954bbdf802ed403c completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a5678d8e1881908da2b274f6bac0b9 completed March 2, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69a56808933c81909611d0aa11126ec6 completed March 2, 2026, 10:35 a.m.
Created at: March 1, 2026, 7:35 p.m.