Triple
T9524916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Management by objectives |
E229735
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | management approach |
C16100
|
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: management approach Context triple: [Management by objectives, instanceOf, management approach]
-
A.
management methodology
chosen
A management methodology is a structured, repeatable approach that guides how organizations plan, execute, monitor, and improve their work to achieve strategic and operational goals.
-
B.
management system structure
A management system structure is the organized framework of roles, processes, and relationships that coordinate resources and activities to achieve an organization’s objectives efficiently and consistently.
-
C.
management book
A management book is a non-fiction work that provides theories, strategies, and practical guidance for planning, organizing, leading, and controlling people and resources in organizations.
-
D.
package management system
A package management system is a tool that automates the processes of finding, installing, upgrading, configuring, and removing software packages and their dependencies in a consistent and reliable way.
-
E.
management consultant
A management consultant is a professional who analyzes organizations’ operations and strategies to provide expert advice and solutions that improve performance, efficiency, and overall business outcomes.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
Created at: March 30, 2026, 7:59 p.m.