Triple

T1361934
Position Surface form Disambiguated ID Type / Status
Subject Wilhelm Wundt E29114 entity
Predicate notableStudent P4838 FINISHED
Object G. Stanley Hall
G. Stanley Hall was an American psychologist and educator who founded the first psychology research laboratory in the United States and became the first president of the American Psychological Association.
 E156971 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: G. Stanley Hall | Statement: [Wilhelm Wundt, notableStudent, G. Stanley Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G. Stanley Hall
Context triple: [Wilhelm Wundt, notableStudent, G. Stanley Hall]
  • A. Johann Friedrich Herbart
    Johann Friedrich Herbart was a German philosopher and psychologist best known as a founder of modern pedagogy and educational theory.
  • B. Wilhelm Wundt
    Wilhelm Wundt was a German physician, physiologist, and philosopher widely regarded as the founder of experimental psychology and the first psychological laboratory.
  • C. 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.
  • D. Lester Frank Ward
    Lester Frank Ward was an American sociologist and botanist often regarded as a founding figure of American sociology, known for his progressive ideas about social planning and the role of education and government in promoting social welfare.
  • E. John B. Watson
    John B. Watson was an American psychologist who founded the school of behaviorism, emphasizing the study of observable behavior over introspection.
  • 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: G. Stanley Hall
Triple: [Wilhelm Wundt, notableStudent, G. Stanley Hall]
Generated description
G. Stanley Hall was an American psychologist and educator who founded the first psychology research laboratory in the United States and became the first president of the American Psychological Association.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G. Stanley Hall
Target entity description: G. Stanley Hall was an American psychologist and educator who founded the first psychology research laboratory in the United States and became the first president of the American Psychological Association.
  • A. Johann Friedrich Herbart
    Johann Friedrich Herbart was a German philosopher and psychologist best known as a founder of modern pedagogy and educational theory.
  • B. Wilhelm Wundt
    Wilhelm Wundt was a German physician, physiologist, and philosopher widely regarded as the founder of experimental psychology and the first psychological laboratory.
  • C. 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.
  • D. Lester Frank Ward
    Lester Frank Ward was an American sociologist and botanist often regarded as a founding figure of American sociology, known for his progressive ideas about social planning and the role of education and government in promoting social welfare.
  • E. John B. Watson
    John B. Watson was an American psychologist who founded the school of behaviorism, emphasizing the study of observable behavior over introspection.
  • 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_69acce7449548190917277dbc715cde4 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acd06d000481909f6d934e857236f0 completed March 8, 2026, 1:27 a.m.
NED2 Entity disambiguation (via description) batch_69acd17b8c508190812b241d7906992b completed March 8, 2026, 1:31 a.m.
Created at: March 1, 2026, 7:57 p.m.