Triple

T20839893
Position Surface form Disambiguated ID Type / Status
Subject Ira Shor E513065 entity
Predicate notableWork P4 FINISHED
Object Empowering Education: Critical Teaching for Social Change
"Empowering Education: Critical Teaching for Social Change" is a foundational book in critical pedagogy that explores how educators can transform classrooms into spaces for democratic participation and social justice.
E1452831 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: Empowering Education: Critical Teaching for Social Change | Statement: [Ira Shor, notableWork, Empowering Education: Critical Teaching for Social Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Empowering Education: Critical Teaching for Social Change
Context triple: [Ira Shor, notableWork, Empowering Education: Critical Teaching for Social Change]
  • A. 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.
  • B. Critical pedagogy
    Critical pedagogy is an educational movement and theory that emphasizes the role of teaching in challenging oppression, fostering critical consciousness, and empowering learners to transform society.
  • C. Pedagogy of Hope
    Pedagogy of Hope is a reflective work by Brazilian educator Paulo Freire in which he revisits and expands on the ideas of his seminal book Pedagogy of the Oppressed, emphasizing the role of hope in critical pedagogy and social transformation.
  • D. Pedagogy of the Oppressed
    Pedagogy of the Oppressed is Paulo Freire’s influential work of critical pedagogy that examines the relationship between education, power, and liberation for marginalized populations.
  • E. Releasing the Imagination: Essays on Education, the Arts, and Social Change
    "Releasing the Imagination: Essays on Education, the Arts, and Social Change" is a collection of philosophical essays by Maxine Greene that explores how imagination, the arts, and critical reflection can transform education and foster a more just and democratic society.
  • 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: Empowering Education: Critical Teaching for Social Change
Triple: [Ira Shor, notableWork, Empowering Education: Critical Teaching for Social Change]
Generated description
"Empowering Education: Critical Teaching for Social Change" is a foundational book in critical pedagogy that explores how educators can transform classrooms into spaces for democratic participation and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Empowering Education: Critical Teaching for Social Change
Target entity description: "Empowering Education: Critical Teaching for Social Change" is a foundational book in critical pedagogy that explores how educators can transform classrooms into spaces for democratic participation and social justice.
  • A. 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.
  • B. Critical pedagogy
    Critical pedagogy is an educational movement and theory that emphasizes the role of teaching in challenging oppression, fostering critical consciousness, and empowering learners to transform society.
  • C. Pedagogy of Hope
    Pedagogy of Hope is a reflective work by Brazilian educator Paulo Freire in which he revisits and expands on the ideas of his seminal book Pedagogy of the Oppressed, emphasizing the role of hope in critical pedagogy and social transformation.
  • D. Pedagogy of the Oppressed
    Pedagogy of the Oppressed is Paulo Freire’s influential work of critical pedagogy that examines the relationship between education, power, and liberation for marginalized populations.
  • E. Releasing the Imagination: Essays on Education, the Arts, and Social Change
    "Releasing the Imagination: Essays on Education, the Arts, and Social Change" is a collection of philosophical essays by Maxine Greene that explores how imagination, the arts, and critical reflection can transform education and foster a more just and democratic society.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c34a60848190b33078172675f8d7 completed April 21, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900881d48819089884c0d203c7173 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09011902f08190901eb097566807bd completed May 16, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_6a090214d16c8190a3f4bf2211c9ef10 completed May 16, 2026, 11:47 p.m.
Created at: April 16, 2026, 12:43 p.m.