Triple

T8242236
Position Surface form Disambiguated ID Type / Status
Subject Clayton Christensen E192563 entity
Predicate notableWork P4 FINISHED
Object Disrupting Class
Disrupting Class is a book by Clayton Christensen that applies his theory of disruptive innovation to explain and forecast transformative changes in the education system.
E721632 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: Disrupting Class | Statement: [Clayton Christensen, notableWork, Disrupting Class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disrupting Class
Context triple: [Clayton Christensen, notableWork, Disrupting Class]
  • A. A New Culture of Learning
    A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
  • B. The One World Schoolhouse: Education Reimagined
    The One World Schoolhouse: Education Reimagined is a book by educator and entrepreneur Sal Khan that outlines his vision for transforming traditional schooling through mastery-based, technology-supported, globally accessible education.
  • C. 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.
  • D. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • E. Teaching Community: A Pedagogy of Hope
    Teaching Community: A Pedagogy of Hope is a collection of essays by bell hooks that explores progressive, engaged, and transformative approaches to education grounded in social justice and critical pedagogy.
  • 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: Disrupting Class
Triple: [Clayton Christensen, notableWork, Disrupting Class]
Generated description
Disrupting Class is a book by Clayton Christensen that applies his theory of disruptive innovation to explain and forecast transformative changes in the education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disrupting Class
Target entity description: Disrupting Class is a book by Clayton Christensen that applies his theory of disruptive innovation to explain and forecast transformative changes in the education system.
  • A. A New Culture of Learning
    A New Culture of Learning is a book that explores how digital networks, play, and participatory culture can transform education and lifelong learning in the 21st century.
  • B. The One World Schoolhouse: Education Reimagined
    The One World Schoolhouse: Education Reimagined is a book by educator and entrepreneur Sal Khan that outlines his vision for transforming traditional schooling through mastery-based, technology-supported, globally accessible education.
  • C. 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.
  • D. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • E. Teaching Community: A Pedagogy of Hope
    Teaching Community: A Pedagogy of Hope is a collection of essays by bell hooks that explores progressive, engaged, and transformative approaches to education grounded in social justice and critical pedagogy.
  • 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb783f67708190a4e1c4078c3a6fb0 completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd351871ac81909f8e4a72a6b99ac3 completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a5d3bc8190801b1b0f09eee462 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4edfda788190a29f5d9a7a61f6ed completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:47 p.m.