Triple

T23000858
Position Surface form Disambiguated ID Type / Status
Subject Organization Theory: From Chester Barnard to the Present and Beyond E572627 entity
Predicate buildsOnWorkOf P69688 FINISHED
Object Chester I. Barnard NE NERFINISHED

How this triple was built (3 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: Chester I. Barnard | Statement: [Organization Theory: From Chester Barnard to the Present and Beyond, buildsOnWorkOf, Chester I. Barnard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chester I. Barnard
Context triple: [Organization Theory: From Chester Barnard to the Present and Beyond, buildsOnWorkOf, Chester I. Barnard]
  • A. Chester Barnard chosen
    Chester Barnard was an American business executive and pioneering management theorist best known for his influential work on organizational behavior and the functions of the executive.
  • B. Fritz J. Roethlisberger
    Fritz J. Roethlisberger was an American social scientist and Harvard Business School professor best known for his influential role in the Hawthorne studies and his contributions to the human relations movement in management.
  • C. Philip Drucker
    Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
  • D. Dwight B. Waldo
    Dwight B. Waldo was an American educator and academic administrator best known as the founding president of Western Michigan University.
  • E. John L. Schermerhorn
    John L. Schermerhorn is a notable individual distinguished enough to be recognized as a prominent bearer of the Schermerhorn surname.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: buildsOnWorkOf
Context triple: [Organization Theory: From Chester Barnard to the Present and Beyond, buildsOnWorkOf, Chester I. Barnard]
  • A. buildsUponWorkOf chosen
    Indicates that one entity is created, developed, or derived by using, extending, or incorporating the work produced by another entity.
  • B. worksTo
    Indicates that one entity performs work or exerts effort in order to achieve, support, or contribute to another entity or outcome.
  • C. worksAgainst
    Indicates that one entity actively opposes, counteracts, or undermines the goals, effects, or interests of another entity.
  • D. hasWorkBasedOn
    Indicates that one work is derived from, adapted from, or otherwise based on the content of another work.
  • E. includedWorkOn
    Indicates that one entity contains, features, or incorporates another entity as a work or component within it.
  • F. None of above.

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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
PD Predicate disambiguation batch_69ef3b9cd5488190bcd23183179f48cd completed April 27, 2026, 10:34 a.m.
Created at: April 17, 2026, 3:50 p.m.