Triple
T4616615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plan-Do-Check-Act cycle |
E100883
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | management methodology |
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 methodology Context triple: [Plan-Do-Check-Act cycle, instanceOf, management methodology]
-
A.
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.
-
B.
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.
-
C.
software development methodology
A software development methodology is a structured framework of principles, practices, and processes that guides how software is planned, designed, built, tested, and delivered.
-
D.
project management tool
A project management tool is a software application that helps plan, organize, track, and collaborate on tasks and resources to achieve project goals efficiently.
-
E.
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.
- F. None of above. chosen
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_69bd43cf363c819087fd5ab441b4a3f4 |
completed | March 20, 2026, 12:55 p.m. |
Created at: March 20, 2026, 1:12 p.m.