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.