Triple

T15686460
Position Surface form Disambiguated ID Type / Status
Subject Psychologie als Wissenschaft neu gegründet auf Erfahrung, Metaphysik und Mathematik E380213 entity
Predicate influenced P9 FINISHED
Object Herbartian school of psychology E380216 NE FINISHED

How this triple was built (2 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: Herbartian school of psychology | Statement: [Psychologie als Wissenschaft neu gegründet auf Erfahrung, Metaphysik und Mathematik, influenced, Herbartian school of psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbartian school of psychology
Context triple: [Psychologie als Wissenschaft neu gegründet auf Erfahrung, Metaphysik und Mathematik, influenced, Herbartian school of psychology]
  • A. Herbartianism chosen
    Herbartianism is an educational philosophy and pedagogical movement based on the ideas of Johann Friedrich Herbart, emphasizing structured instruction, moral development, and the systematic formation of character through education.
  • B. Würzburg School of psychology
    The Würzburg School of psychology was an early 20th-century German research tradition known for its experimental studies of thinking and higher mental processes, challenging structuralist views by emphasizing imageless thought and complex cognitive operations.
  • C. Leipzig School
    The Leipzig School is a postwar German art movement centered in Leipzig, known for its figurative, often socially critical painting tradition that developed under and in response to East German socialism.
  • D. Neobehaviorism
    Neobehaviorism is a later development of behaviorist psychology that retains a focus on observable behavior while incorporating theoretical constructs like intervening variables and internal processes to explain learning and motivation.
  • E. Gestalt psychology
    Gestalt psychology is a school of thought in psychology that emphasizes understanding mental processes and perception as organized, structured wholes rather than as the sum of their parts.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4b73d881908ec0f21393a01969 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ee740e08190aa048b374ea7bfa0 completed May 9, 2026, 5:29 p.m.
Created at: April 10, 2026, 4:44 a.m.