Triple

T10988472
Position Surface form Disambiguated ID Type / Status
Subject Bärbel Inhelder E259691 entity
Predicate coAuthorOf P2389 FINISHED
Object The Growth of Logical Thinking from Childhood to Adolescence
The Growth of Logical Thinking from Childhood to Adolescence is a seminal developmental psychology book, co-authored with Jean Piaget, that systematically examines how children's reasoning and problem-solving abilities evolve into formal logical thought during adolescence.
E898365 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 Growth of Logical Thinking from Childhood to Adolescence | Statement: [Bärbel Inhelder, coAuthorOf, The Growth of Logical Thinking from Childhood to Adolescence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Growth of Logical Thinking from Childhood to Adolescence
Context triple: [Bärbel Inhelder, coAuthorOf, The Growth of Logical Thinking from Childhood to Adolescence]
  • A. Development of reasoning in physics
    "Development of Reasoning in Physics" is an influential work by Arnold B. Arons that explores how students learn and develop conceptual and logical reasoning skills in physics education.
  • B. The Language and Thought of the Child
    The Language and Thought of the Child is a foundational book in developmental psychology in which Jean Piaget explores how children’s language use reflects and shapes their evolving cognitive structures.
  • 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. Ten Stages of the Development of Mind
    Ten Stages of the Development of Mind is a seminal Buddhist treatise by Kobo Daishi that systematically outlines progressive levels of spiritual and mental awakening.
  • E. The Construction of Reality in the Child
    The Construction of Reality in the Child is a seminal book by developmental psychologist Jean Piaget that analyzes how infants and young children gradually build an understanding of objects, space, time, and causality.
  • 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 Growth of Logical Thinking from Childhood to Adolescence
Triple: [Bärbel Inhelder, coAuthorOf, The Growth of Logical Thinking from Childhood to Adolescence]
Generated description
The Growth of Logical Thinking from Childhood to Adolescence is a seminal developmental psychology book, co-authored with Jean Piaget, that systematically examines how children's reasoning and problem-solving abilities evolve into formal logical thought during adolescence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Growth of Logical Thinking from Childhood to Adolescence
Target entity description: The Growth of Logical Thinking from Childhood to Adolescence is a seminal developmental psychology book, co-authored with Jean Piaget, that systematically examines how children's reasoning and problem-solving abilities evolve into formal logical thought during adolescence.
  • A. Development of reasoning in physics
    "Development of Reasoning in Physics" is an influential work by Arnold B. Arons that explores how students learn and develop conceptual and logical reasoning skills in physics education.
  • B. The Language and Thought of the Child
    The Language and Thought of the Child is a foundational book in developmental psychology in which Jean Piaget explores how children’s language use reflects and shapes their evolving cognitive structures.
  • 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. Ten Stages of the Development of Mind
    Ten Stages of the Development of Mind is a seminal Buddhist treatise by Kobo Daishi that systematically outlines progressive levels of spiritual and mental awakening.
  • E. The Construction of Reality in the Child
    The Construction of Reality in the Child is a seminal book by developmental psychologist Jean Piaget that analyzes how infants and young children gradually build an understanding of objects, space, time, and causality.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d787b574d08190adec34b814a26437 completed April 9, 2026, 11:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69e344f95ab88190bbce8f0eab0b2713 completed April 18, 2026, 8:46 a.m.
NEDg Description generation batch_69e3556e8b408190a02a1fe194ae5750 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e3591ecd548190b049ce95fe3f86d9 completed April 18, 2026, 10:12 a.m.
Created at: April 8, 2026, 9:24 p.m.