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.