Triple

T10276544
Position Surface form Disambiguated ID Type / Status
Subject Teaching Physics with the Physics Suite E240978 entity
Predicate relatedTo P37 FINISHED
Object Physics Suite assessment instruments
Physics Suite assessment instruments are a set of research-based tools designed to measure and improve student understanding and learning outcomes in introductory physics courses.
 E240978 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: Physics Suite assessment instruments | Statement: [Teaching Physics with the Physics Suite, relatedTo, Physics Suite assessment instruments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Physics Suite assessment instruments
Context triple: [Teaching Physics with the Physics Suite, relatedTo, Physics Suite assessment instruments]
  • A. Teaching Physics with the Physics Suite
    "Teaching Physics with the Physics Suite" is an influential book on physics education that provides research-based strategies and tools for improving the teaching and learning of introductory physics.
  • B. Development of reasoning in physics
    "Development of Reasoning in Physics" is an influential work by Arnold B. Arons that explores how students learn and develop conceptual and logical reasoning skills in physics education.
  • C. psychometrics
    Psychometrics is the field of study concerned with the theory and techniques of psychological measurement, including the development and statistical evaluation of tests and questionnaires that assess mental abilities, traits, and processes.
  • D. 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.
  • E. Applied Scholastics
    Applied Scholastics is an educational organization that promotes and delivers study methods developed by Scientology founder L. Ron Hubbard.
  • 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: Physics Suite assessment instruments
Triple: [Teaching Physics with the Physics Suite, relatedTo, Physics Suite assessment instruments]
Generated description
Physics Suite assessment instruments are a set of research-based tools designed to measure and improve student understanding and learning outcomes in introductory physics courses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Physics Suite assessment instruments
Target entity description: Physics Suite assessment instruments are a set of research-based tools designed to measure and improve student understanding and learning outcomes in introductory physics courses.
  • A. Teaching Physics with the Physics Suite chosen
    "Teaching Physics with the Physics Suite" is an influential book on physics education that provides research-based strategies and tools for improving the teaching and learning of introductory physics.
  • B. Development of reasoning in physics
    "Development of Reasoning in Physics" is an influential work by Arnold B. Arons that explores how students learn and develop conceptual and logical reasoning skills in physics education.
  • C. psychometrics
    Psychometrics is the field of study concerned with the theory and techniques of psychological measurement, including the development and statistical evaluation of tests and questionnaires that assess mental abilities, traits, and processes.
  • D. 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.
  • E. Applied Scholastics
    Applied Scholastics is an educational organization that promotes and delivers study methods developed by Scientology founder L. Ron Hubbard.
  • F. None of above.

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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d28c3b10819093cdab1392384dd4 completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f82188588190998e06cad1e15e68 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcad625881909304201c1ebb3bcb completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd84cd708190816d94417294b52a completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:37 a.m.