Triple

T9744427
Position Surface form Disambiguated ID Type / Status
Subject peer instruction E236269 entity
Predicate relatedTo P37 FINISHED
Object just-in-time teaching
Just-in-time teaching is an instructional strategy that uses students’ pre-class responses to targeted questions to adapt and focus in-class activities for more effective, interactive learning.
 E817835 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: just-in-time teaching | Statement: [peer instruction, relatedTo, just-in-time teaching]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: just-in-time teaching
Context triple: [peer instruction, relatedTo, just-in-time teaching]
  • A. 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.
  • B. peer instruction
    Peer instruction is an interactive teaching method in which students discuss and answer conceptual questions with their peers to deepen understanding and improve learning outcomes.
  • C. The Seven Laws of Teaching
    The Seven Laws of Teaching is a classic 19th-century educational treatise that outlines fundamental principles for effective instruction and learning.
  • D. 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.
  • E. 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.
  • 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: just-in-time teaching
Triple: [peer instruction, relatedTo, just-in-time teaching]
Generated description
Just-in-time teaching is an instructional strategy that uses students’ pre-class responses to targeted questions to adapt and focus in-class activities for more effective, interactive learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: just-in-time teaching
Target entity description: Just-in-time teaching is an instructional strategy that uses students’ pre-class responses to targeted questions to adapt and focus in-class activities for more effective, interactive learning.
  • A. 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.
  • B. peer instruction
    Peer instruction is an interactive teaching method in which students discuss and answer conceptual questions with their peers to deepen understanding and improve learning outcomes.
  • C. The Seven Laws of Teaching
    The Seven Laws of Teaching is a classic 19th-century educational treatise that outlines fundamental principles for effective instruction and learning.
  • D. 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.
  • E. 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.
  • 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_69ca84d3e24481908a476e2231123cf9 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9f2f8e648190ad94c940f9dc1de0 completed April 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1affb761881908dde9a4f028c32f6 completed April 5, 2026, 12:42 a.m.
NEDg Description generation batch_69d1b0f7a68481909de080dd78f883a8 completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b17bd97c8190b77815db5a6a70d9 completed April 5, 2026, 12:49 a.m.
Created at: March 30, 2026, 8:23 p.m.