Triple

T9589301
Position Surface form Disambiguated ID Type / Status
Subject Rudolf Dreikurs E231374 entity
Predicate notableWork P4 FINISHED
Object Psychology in the Classroom
"Psychology in the Classroom" is an influential educational psychology book by Rudolf Dreikurs that applies Adlerian principles to understanding and managing student behavior in school settings.
E808073 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: Psychology in the Classroom | Statement: [Rudolf Dreikurs, notableWork, Psychology in the Classroom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Psychology in the Classroom
Context triple: [Rudolf Dreikurs, notableWork, Psychology in the Classroom]
  • A. Educational psychology
    Educational psychology is the scientific study of how people learn and how teaching methods, instructional design, and educational environments can be optimized to support that learning.
  • B. Talks to Teachers on Psychology
    Talks to Teachers on Psychology is a collection of lectures by William James that applies psychological principles to education and classroom practice.
  • C. The Psychology of Learning
    The Psychology of Learning is a foundational work in educational and experimental psychology that systematically explores how organisms acquire and modify behavior through experience, helping to establish modern learning theory.
  • D. Psychology
    Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
  • E. School of Psychology & Counseling
    The School of Psychology & Counseling is a graduate academic division of Regent University that offers psychology and counseling programs integrating professional training with a Christian worldview.
  • 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: Psychology in the Classroom
Triple: [Rudolf Dreikurs, notableWork, Psychology in the Classroom]
Generated description
"Psychology in the Classroom" is an influential educational psychology book by Rudolf Dreikurs that applies Adlerian principles to understanding and managing student behavior in school settings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Psychology in the Classroom
Target entity description: "Psychology in the Classroom" is an influential educational psychology book by Rudolf Dreikurs that applies Adlerian principles to understanding and managing student behavior in school settings.
  • A. Educational psychology
    Educational psychology is the scientific study of how people learn and how teaching methods, instructional design, and educational environments can be optimized to support that learning.
  • B. Talks to Teachers on Psychology
    Talks to Teachers on Psychology is a collection of lectures by William James that applies psychological principles to education and classroom practice.
  • C. The Psychology of Learning
    The Psychology of Learning is a foundational work in educational and experimental psychology that systematically explores how organisms acquire and modify behavior through experience, helping to establish modern learning theory.
  • D. Psychology
    Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
  • E. School of Psychology & Counseling
    The School of Psychology & Counseling is a graduate academic division of Regent University that offers psychology and counseling programs integrating professional training with a Christian worldview.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99f1696c8190addf1a43544f2c18 completed April 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161880adc819090a9be75ba2a1642 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161d569b88190a3d77bbe752e0c86 completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d162476bf481909a87057e4fd1dc11 completed April 4, 2026, 7:11 p.m.
Created at: March 30, 2026, 8:06 p.m.