Triple

T2999962
Position Surface form Disambiguated ID Type / Status
Subject Antonio Gramsci E81160 entity
Predicate influenced P9 FINISHED
Object 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.
E318804 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: Critical pedagogy | Statement: [Antonio Gramsci, influenced, Critical pedagogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Critical pedagogy
Context triple: [Antonio Gramsci, influenced, Critical pedagogy]
  • A. Ignatian pedagogy
    Ignatian pedagogy is an educational approach rooted in the spiritual and humanistic tradition of St. Ignatius of Loyola, emphasizing reflection, discernment, and the holistic formation of students for service and justice.
  • B. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • C. Practical Education
    "Practical Education" is an influential late-18th-century treatise on child-rearing and pedagogy that emphasizes experiential learning and rational instruction, co-authored by Richard Lovell Edgeworth and his daughter Maria Edgeworth.
  • D. critical race theory
    Critical race theory is an intellectual and legal framework that examines how laws, institutions, and social structures perpetuate racial inequality and systemic racism.
  • E. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • 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: Critical pedagogy
Triple: [Antonio Gramsci, influenced, Critical pedagogy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Critical pedagogy
Target entity description: 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.
  • A. Ignatian pedagogy
    Ignatian pedagogy is an educational approach rooted in the spiritual and humanistic tradition of St. Ignatius of Loyola, emphasizing reflection, discernment, and the holistic formation of students for service and justice.
  • B. Constructivism
    Constructivism is an early 20th-century avant-garde art and architectural movement that emphasized abstraction, modern materials, and functional, socially oriented design.
  • C. Practical Education
    "Practical Education" is an influential late-18th-century treatise on child-rearing and pedagogy that emphasizes experiential learning and rational instruction, co-authored by Richard Lovell Edgeworth and his daughter Maria Edgeworth.
  • D. critical race theory
    Critical race theory is an intellectual and legal framework that examines how laws, institutions, and social structures perpetuate racial inequality and systemic racism.
  • E. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e4b54188190bf900bf10061a57a completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b12f188c7c81908d1d575252dc4bda completed March 11, 2026, 9 a.m.
NED2 Entity disambiguation (via description) batch_69b1c9bccb3081909e6869b5cba68117 completed March 11, 2026, 7:59 p.m.
Created at: March 8, 2026, 2:59 p.m.