Triple
T17875511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leadership and Ambiguity |
E446941
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | organizational theory literature |
C35020
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: organizational theory literature Context triple: [Leadership and Ambiguity, instanceOf, organizational theory literature]
-
A.
organizational theorist
An organizational theorist is a scholar or practitioner who studies, develops, and applies theories to explain how organizations function, adapt, and perform within their internal structures and external environments.
-
B.
organizational behavior study
An organizational behavior study examines how individuals, groups, and structures within an organization influence behavior and performance to improve effectiveness and workplace outcomes.
-
C.
organizational policy
An organizational policy is a formal, guiding principle or rule established by an organization to direct decisions, behaviors, and procedures in alignment with its goals, values, and legal obligations.
-
D.
school of management thought
chosen
A school of management thought is a coherent framework of ideas, theories, and principles that explains how organizations should be structured, led, and managed to achieve their goals.
-
E.
organizational reform
Organizational reform is the deliberate process of redesigning an organization’s structures, processes, and cultures to improve effectiveness, adapt to changing environments, and better achieve strategic goals.
- F. None of above.
Provenance (1 batch)
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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
Created at: April 10, 2026, 10:18 a.m.