Triple

T6406663
Position Surface form Disambiguated ID Type / Status
Subject William Heard Kilpatrick E127597 entity
Predicate notableWork P4 FINISHED
Object Education for a Changing Civilization
Education for a Changing Civilization is an influential progressive education text by William Heard Kilpatrick that explores how schooling should adapt to the social and cultural demands of modern society.
E591032 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: Education for a Changing Civilization | Statement: [William Heard Kilpatrick, notableWork, Education for a Changing Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education for a Changing Civilization
Context triple: [William Heard Kilpatrick, notableWork, Education for a Changing Civilization]
  • A. “Education for a Changing World”
    “Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
  • B. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • C. The Paideia Proposal
    The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
  • 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 in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • 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: Education for a Changing Civilization
Triple: [William Heard Kilpatrick, notableWork, Education for a Changing Civilization]
Generated description
Education for a Changing Civilization is an influential progressive education text by William Heard Kilpatrick that explores how schooling should adapt to the social and cultural demands of modern society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education for a Changing Civilization
Target entity description: Education for a Changing Civilization is an influential progressive education text by William Heard Kilpatrick that explores how schooling should adapt to the social and cultural demands of modern society.
  • A. “Education for a Changing World”
    “Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
  • B. The Direction of Human Development
    "The Direction of Human Development" is a work by anthropologist Ashley Montagu that explores the biological, social, and cultural factors shaping human growth and evolution.
  • C. The Paideia Proposal
    The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
  • 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 in a Divided World
    Education in a Divided World is a mid-20th-century work by chemist and educator James B. Conant that analyzes how education systems should respond to the political and ideological tensions of the Cold War era.
  • 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_69c0083723d88190b1e37b19df162c08 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068b3541c8190be89b24b313d7300 completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638af5450819089d0b68721eaea4d completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63b6213a881908c6c87c4672b8f3b completed March 27, 2026, 8:10 a.m.
NED2 Entity disambiguation (via description) batch_69c63c5f7d508190bd263822cea1b782 completed March 27, 2026, 8:14 a.m.
Created at: March 22, 2026, 4:41 p.m.