Triple
T4221474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Baccalaureate Middle Years Programme |
E94349
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Approaches to Teaching
Approaches to Teaching is a framework of research-based teaching strategies in the IB Middle Years Programme that emphasizes inquiry, conceptual understanding, collaboration, and real-world relevance in classroom practice.
|
E422335
|
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: Approaches to Teaching | Statement: [International Baccalaureate Middle Years Programme, hasComponent, Approaches to Teaching]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Approaches to Teaching Context triple: [International Baccalaureate Middle Years Programme, hasComponent, Approaches to Teaching]
-
A.
The Teaching of Literature
The Teaching of Literature is an essay by Flannery O’Connor in which she reflects on the challenges and principles of teaching fiction and literary craft from a Catholic and realist perspective.
-
B.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
C.
An Essay on the Education of Female Teachers
"An Essay on the Education of Female Teachers" is a 19th-century work by Catharine Beecher advocating for the professional training and social importance of women as educators.
-
D.
Department of Teacher Education and School Research
The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
-
E.
Peer Instruction: A User’s Manual
"Peer Instruction: A User’s Manual" is an influential teaching guide by physicist Eric Mazur that outlines an interactive, student-centered instructional method widely used to improve conceptual understanding in science and engineering education.
- 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: Approaches to Teaching Triple: [International Baccalaureate Middle Years Programme, hasComponent, Approaches to Teaching]
Generated description
Approaches to Teaching is a framework of research-based teaching strategies in the IB Middle Years Programme that emphasizes inquiry, conceptual understanding, collaboration, and real-world relevance in classroom practice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Approaches to Teaching Target entity description: Approaches to Teaching is a framework of research-based teaching strategies in the IB Middle Years Programme that emphasizes inquiry, conceptual understanding, collaboration, and real-world relevance in classroom practice.
-
A.
The Teaching of Literature
The Teaching of Literature is an essay by Flannery O’Connor in which she reflects on the challenges and principles of teaching fiction and literary craft from a Catholic and realist perspective.
-
B.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
C.
An Essay on the Education of Female Teachers
"An Essay on the Education of Female Teachers" is a 19th-century work by Catharine Beecher advocating for the professional training and social importance of women as educators.
-
D.
Department of Teacher Education and School Research
The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
-
E.
Peer Instruction: A User’s Manual
"Peer Instruction: A User’s Manual" is an influential teaching guide by physicist Eric Mazur that outlines an interactive, student-centered instructional method widely used to improve conceptual understanding in science and engineering education.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e0e06d881908e3aa8ef1a90c010 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5963ffacc8190843b60ea1b224f91 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b596b842648190a6f00c37e23e311f |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59769936081908c42c0006b6ad9c3 |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 12, 2026, 11:04 p.m.