Triple
T2145511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eric Mazur |
E47054
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
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.
|
E236271
|
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: Peer Instruction: A User’s Manual | Statement: [Eric Mazur, authorOf, Peer Instruction: A User’s Manual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peer Instruction: A User’s Manual Context triple: [Eric Mazur, authorOf, Peer Instruction: A User’s Manual]
-
A.
MITX Prize for Teaching and Learning in MOOCs
The MITx Prize for Teaching and Learning in MOOCs is an MIT award that recognizes outstanding innovation and effectiveness in the design and delivery of massive open online courses.
-
B.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
C.
Outside in the Teaching Machine
Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
-
D.
ACM International Conference on Web-Based Education
The ACM International Conference on Web-Based Education is a scholarly conference focused on research and advances in online and web-supported teaching, learning technologies, and educational systems.
-
E.
Teaching Physics
Teaching Physics is an influential work by physicist and educator David L. Goodstein that explores effective methods and philosophies for teaching introductory physics.
- 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: Peer Instruction: A User’s Manual Triple: [Eric Mazur, authorOf, Peer Instruction: A User’s Manual]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peer Instruction: A User’s Manual Target entity description: "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.
-
A.
MITX Prize for Teaching and Learning in MOOCs
The MITx Prize for Teaching and Learning in MOOCs is an MIT award that recognizes outstanding innovation and effectiveness in the design and delivery of massive open online courses.
-
B.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
-
C.
Outside in the Teaching Machine
Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
-
D.
ACM International Conference on Web-Based Education
The ACM International Conference on Web-Based Education is a scholarly conference focused on research and advances in online and web-supported teaching, learning technologies, and educational systems.
-
E.
Teaching Physics
Teaching Physics is an influential work by physicist and educator David L. Goodstein that explores effective methods and philosophies for teaching introductory physics.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe243e248190848bb1b86047f980 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b94d3881909bd619e34e26e6c4 |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae51f5be108190b6f502d62c167ac5 |
completed | March 9, 2026, 4:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae52d46ef48190bbd6b7cc9fcda2a4 |
completed | March 9, 2026, 4:55 a.m. |
Created at: March 4, 2026, 7:44 p.m.