Triple

T6824164
Position Surface form Disambiguated ID Type / Status
Subject G. Stanley Hall E156971 entity
Predicate notableWork P4 FINISHED
Object Aspects of Child Life and Education
Aspects of Child Life and Education is a psychological and educational work by G. Stanley Hall that explores children’s development, behavior, and learning within the context of early child-study and educational reform.
E622304 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: Aspects of Child Life and Education | Statement: [G. Stanley Hall, notableWork, Aspects of Child Life and Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aspects of Child Life and Education
Context triple: [G. Stanley Hall, notableWork, Aspects of Child Life and Education]
  • A. Lectures on Education
    "Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
  • B. The Education of a Lifetime
    "The Education of a Lifetime" is the official motto of Siena College, encapsulating its commitment to providing a transformative, enduring educational experience.
  • C. The Preparation of the Child for Science
    The Preparation of the Child for Science is an educational work by Mary Everest Boole that explores how to cultivate children’s natural curiosity and intuitive thinking to prepare them for scientific learning.
  • D. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • E. “Education for Life”
    “Education for Life” is the guiding motto of Sherborne School, expressing its commitment to preparing students with knowledge and skills that extend beyond the classroom into their future lives.
  • 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: Aspects of Child Life and Education
Triple: [G. Stanley Hall, notableWork, Aspects of Child Life and Education]
Generated description
Aspects of Child Life and Education is a psychological and educational work by G. Stanley Hall that explores children’s development, behavior, and learning within the context of early child-study and educational reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aspects of Child Life and Education
Target entity description: Aspects of Child Life and Education is a psychological and educational work by G. Stanley Hall that explores children’s development, behavior, and learning within the context of early child-study and educational reform.
  • A. Lectures on Education
    "Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
  • B. The Education of a Lifetime
    "The Education of a Lifetime" is the official motto of Siena College, encapsulating its commitment to providing a transformative, enduring educational experience.
  • C. The Preparation of the Child for Science
    The Preparation of the Child for Science is an educational work by Mary Everest Boole that explores how to cultivate children’s natural curiosity and intuitive thinking to prepare them for scientific learning.
  • D. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • E. “Education for Life”
    “Education for Life” is the guiding motto of Sherborne School, expressing its commitment to preparing students with knowledge and skills that extend beyond the classroom into their future lives.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ee0e94819095a678e1073869d5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7254674008190972b4f8619b28776 completed March 28, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69c725be2ad881908e97017baabbd854 completed March 28, 2026, 12:50 a.m.
Created at: March 27, 2026, 2:18 p.m.