Triple
T23000848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Organization Theory: From Chester Barnard to the Present and Beyond |
E572627
|
entity |
| Predicate | focusesOn |
P31
|
FINISHED |
| Object |
Chester Barnard
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.
|
E1565488
|
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: Chester Barnard | Statement: [Organization Theory: From Chester Barnard to the Present and Beyond, focusesOn, Chester Barnard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chester Barnard Context triple: [Organization Theory: From Chester Barnard to the Present and Beyond, focusesOn, Chester Barnard]
-
A.
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.
-
B.
Philip Drucker
Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
-
C.
Elton Mayo
Elton Mayo was an Australian-born industrial psychologist and organizational theorist best known for his pioneering Hawthorne studies, which highlighted the importance of social relations and worker morale in productivity.
-
D.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
E.
Robert Katz
Robert Katz is a film producer best known for his work on projects such as the 1993 historical war drama "Gettysburg."
- 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: Chester Barnard Triple: [Organization Theory: From Chester Barnard to the Present and Beyond, focusesOn, Chester Barnard]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chester Barnard Target entity description: 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.
-
A.
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.
-
B.
Philip Drucker
Philip Drucker was an American anthropologist and archaeologist known for his pioneering fieldwork on Mesoamerican cultures, particularly the Olmec civilization.
-
C.
Elton Mayo
Elton Mayo was an Australian-born industrial psychologist and organizational theorist best known for his pioneering Hawthorne studies, which highlighted the importance of social relations and worker morale in productivity.
-
D.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
E.
Robert Katz
Robert Katz is a film producer best known for his work on projects such as the 1993 historical war drama "Gettysburg."
- 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_69e245b6a3ac81908087599eefe3e365 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18352bcf48190bd474eff69b3465b |
completed | April 29, 2026, 4:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd380d84c8190ad825e4ef92e6c93 |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd780bf048190be000d6b01b7a69e |
completed | May 19, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd80b76248190b3878e6f6992db25 |
completed | May 19, 2026, 3:24 a.m. |
Created at: April 17, 2026, 3:50 p.m.