Triple

T4985709
Position Surface form Disambiguated ID Type / Status
Subject John Adams (educator) E111996 entity
Predicate notableWork P4 FINISHED
Object Exposition and Illustration in Teaching
"Exposition and Illustration in Teaching" is an educational work by John Adams that analyzes how clear explanation and the effective use of examples can improve classroom instruction and student understanding.
E485124 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: Exposition and Illustration in Teaching | Statement: [John Adams (educator), notableWork, Exposition and Illustration in Teaching]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Exposition and Illustration in Teaching
Context triple: [John Adams (educator), notableWork, Exposition and Illustration in Teaching]
  • A. 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.
  • 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. On Science and Art in Relation to Education
    "On Science and Art in Relation to Education" is an essay exploring how scientific and artistic disciplines together shape and enrich educational theory and practice.
  • D. 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.
  • E. Implications of cognitive studies for teaching physics
    "Implications of cognitive studies for teaching physics" is a scholarly work that applies findings from cognitive science to improve how physics is taught and learned.
  • 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: Exposition and Illustration in Teaching
Triple: [John Adams (educator), notableWork, Exposition and Illustration in Teaching]
Generated description
"Exposition and Illustration in Teaching" is an educational work by John Adams that analyzes how clear explanation and the effective use of examples can improve classroom instruction and student understanding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Exposition and Illustration in Teaching
Target entity description: "Exposition and Illustration in Teaching" is an educational work by John Adams that analyzes how clear explanation and the effective use of examples can improve classroom instruction and student understanding.
  • A. 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.
  • 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. On Science and Art in Relation to Education
    "On Science and Art in Relation to Education" is an essay exploring how scientific and artistic disciplines together shape and enrich educational theory and practice.
  • D. 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.
  • E. Implications of cognitive studies for teaching physics
    "Implications of cognitive studies for teaching physics" is a scholarly work that applies findings from cognitive science to improve how physics is taught and learned.
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd725766d88190b6fda860a005ce4e completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a1ca3ec81908ad750cd9e899bcc completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8a7e90b08190852cc45b7d8f0dc7 completed March 21, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69be8b4411b48190a12d694321453492 completed March 21, 2026, 12:12 p.m.
Created at: March 20, 2026, 1:33 p.m.