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.