Triple

T17041310

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pedagogy of the Oppressed	`E413451`	entity
Predicate	mainSubject	`P3`	FINISHED
Object	problem-posing education Problem-posing education is a critical pedagogical approach, developed by Paulo Freire, that emphasizes dialogue, reflection, and the co-creation of knowledge between teachers and students to challenge oppression and transform society.	`E1247558`	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: problem-posing education | Statement: [Pedagogy of the Oppressed, mainSubject, problem-posing education]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: problem-posing education
Context triple: [Pedagogy of the Oppressed, mainSubject, problem-posing education]

A. Our Educational Problem
"Our Educational Problem" is a work by Indian nationalist and scholar Lala Har Dayal that critiques the colonial education system and advocates for educational reform to foster self-reliance and national consciousness.
B. The System of Value-Creating Pedagogy
The System of Value-Creating Pedagogy is an educational philosophy text that proposes schooling should focus on students’ happiness and the creation of personal and social value rather than rote knowledge acquisition.
C. PBL
PBL is the National Rail station code for Parbold railway station in Lancashire, England.
D. Experiencing Mathematics
Experiencing Mathematics is a philosophical and reflective book by Reuben Hersh that explores the human, social, and experiential nature of mathematical practice.
E. Teacher as Stranger: Educational Philosophy for the Modern Age
"Teacher as Stranger: Educational Philosophy for the Modern Age" is a seminal work of educational philosophy by Maxine Greene that explores the role of teachers as reflective, questioning outsiders who help students critically engage with and reinterpret their world.
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: problem-posing education
Triple: [Pedagogy of the Oppressed, mainSubject, problem-posing education]

Generated description

Problem-posing education is a critical pedagogical approach, developed by Paulo Freire, that emphasizes dialogue, reflection, and the co-creation of knowledge between teachers and students to challenge oppression and transform society.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: problem-posing education
Target entity description: Problem-posing education is a critical pedagogical approach, developed by Paulo Freire, that emphasizes dialogue, reflection, and the co-creation of knowledge between teachers and students to challenge oppression and transform society.

A. Our Educational Problem
"Our Educational Problem" is a work by Indian nationalist and scholar Lala Har Dayal that critiques the colonial education system and advocates for educational reform to foster self-reliance and national consciousness.
B. The System of Value-Creating Pedagogy
The System of Value-Creating Pedagogy is an educational philosophy text that proposes schooling should focus on students’ happiness and the creation of personal and social value rather than rote knowledge acquisition.
C. PBL
PBL is the National Rail station code for Parbold railway station in Lancashire, England.
D. Experiencing Mathematics
Experiencing Mathematics is a philosophical and reflective book by Reuben Hersh that explores the human, social, and experiential nature of mathematical practice.
E. Teacher as Stranger: Educational Philosophy for the Modern Age
"Teacher as Stranger: Educational Philosophy for the Modern Age" is a seminal work of educational philosophy by Maxine Greene that explores the role of teachers as reflective, questioning outsiders who help students critically engage with and reinterpret their world.
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_69d886cd18288190b006abab23f811b7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d8f6a0c08190a838279b83b55b72`	completed	April 18, 2026, 7:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a012338a95c8190951db96209edb61a`	completed	May 11, 2026, 12:30 a.m.
NEDg	Description generation	`batch_6a01241510048190ae1c459873f8a587`	completed	May 11, 2026, 12:34 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0124e389908190b2ee3121be2c9383`	completed	May 11, 2026, 12:37 a.m.

Created at: April 10, 2026, 5:33 a.m.