Triple

T1361937
Position Surface form Disambiguated ID Type / Status
Subject Wilhelm Wundt E29114 entity
Predicate notableStudent P4838 FINISHED
Object Hugo Münsterberg
Hugo Münsterberg was a pioneering German-American psychologist known for his influential work in applied psychology, including industrial, clinical, and forensic psychology.
E161890 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: Hugo Münsterberg | Statement: [Wilhelm Wundt, notableStudent, Hugo Münsterberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Münsterberg
Context triple: [Wilhelm Wundt, notableStudent, Hugo Münsterberg]
  • A. James McKeen Cattell
    James McKeen Cattell was an influential American psychologist and early psychometrician who helped establish experimental psychology and mental testing in the United States.
  • B. Edward Bradford Titchener
    Edward Bradford Titchener was a British-born psychologist who became a leading figure in early experimental psychology and is best known for developing the school of structuralism in the United States.
  • C. Wilhelm Wundt
    Wilhelm Wundt was a German physician, physiologist, and philosopher widely regarded as the founder of experimental psychology and the first psychological laboratory.
  • D. Edward L. Thorndike
    Edward L. Thorndike was an American psychologist and pioneer in educational psychology and learning theory, best known for his work on animal intelligence and the formulation of the law of effect.
  • E. Kurt Koffka
    Kurt Koffka was a German psychologist and one of the founders of Gestalt psychology, known for his work on perception, learning, and developmental psychology.
  • 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: Hugo Münsterberg
Triple: [Wilhelm Wundt, notableStudent, Hugo Münsterberg]
Generated description
Hugo Münsterberg was a pioneering German-American psychologist known for his influential work in applied psychology, including industrial, clinical, and forensic psychology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Münsterberg
Target entity description: Hugo Münsterberg was a pioneering German-American psychologist known for his influential work in applied psychology, including industrial, clinical, and forensic psychology.
  • A. James McKeen Cattell
    James McKeen Cattell was an influential American psychologist and early psychometrician who helped establish experimental psychology and mental testing in the United States.
  • B. Edward Bradford Titchener
    Edward Bradford Titchener was a British-born psychologist who became a leading figure in early experimental psychology and is best known for developing the school of structuralism in the United States.
  • C. Wilhelm Wundt
    Wilhelm Wundt was a German physician, physiologist, and philosopher widely regarded as the founder of experimental psychology and the first psychological laboratory.
  • D. Edward L. Thorndike
    Edward L. Thorndike was an American psychologist and pioneer in educational psychology and learning theory, best known for his work on animal intelligence and the formulation of the law of effect.
  • E. Kurt Koffka
    Kurt Koffka was a German psychologist and one of the founders of Gestalt psychology, known for his work on perception, learning, and developmental psychology.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2b2fb448190bef31375169b4666 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace566694c81909b07143855014884 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace61b0ba08190930f9e21d28b4449 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b543ec819080a5ddeed0273644 completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:57 p.m.