Triple

T8504013
Position Surface form Disambiguated ID Type / Status
Subject Howard Gardner E201288 entity
Predicate hasWritten P2831 FINISHED
Object The Unschooled Mind
The Unschooled Mind is a book by psychologist Howard Gardner that explores why traditional education often fails to transform students’ intuitive, everyday understandings into deep, flexible conceptual knowledge.
E739234 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: The Unschooled Mind | Statement: [Howard Gardner, hasWritten, The Unschooled Mind]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Unschooled Mind
Context triple: [Howard Gardner, hasWritten, The Unschooled Mind]
  • A. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • B. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • C. The Origins of Intelligence in Children
    The Origins of Intelligence in Children is Jean Piaget’s seminal 1952 book in which he outlines his stage theory of cognitive development and explains how children's thinking evolves from infancy through early childhood.
  • D. Monocultures of the Mind
    Monocultures of the Mind is a book by environmental activist Vandana Shiva that critiques industrial agriculture and globalization for eroding biodiversity, indigenous knowledge, and cultural diversity.
  • E. 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.
  • 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: The Unschooled Mind
Triple: [Howard Gardner, hasWritten, The Unschooled Mind]
Generated description
The Unschooled Mind is a book by psychologist Howard Gardner that explores why traditional education often fails to transform students’ intuitive, everyday understandings into deep, flexible conceptual knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Unschooled Mind
Target entity description: The Unschooled Mind is a book by psychologist Howard Gardner that explores why traditional education often fails to transform students’ intuitive, everyday understandings into deep, flexible conceptual knowledge.
  • A. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • B. How the Mind Works
    How the Mind Works is a popular science book by cognitive scientist Steven Pinker that explores human thought and behavior through the lenses of evolutionary psychology, cognitive science, and neuroscience.
  • C. The Origins of Intelligence in Children
    The Origins of Intelligence in Children is Jean Piaget’s seminal 1952 book in which he outlines his stage theory of cognitive development and explains how children's thinking evolves from infancy through early childhood.
  • D. Monocultures of the Mind
    Monocultures of the Mind is a book by environmental activist Vandana Shiva that critiques industrial agriculture and globalization for eroding biodiversity, indigenous knowledge, and cultural diversity.
  • E. 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.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.