Triple
T4616619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plan-Do-Check-Act cycle |
E100883
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | process improvement model |
C324
|
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: process improvement model Context triple: [Plan-Do-Check-Act cycle, instanceOf, process improvement model]
-
A.
industrial engineering approach
An industrial engineering approach systematically analyzes, designs, and optimizes integrated systems of people, materials, information, equipment, and energy to improve efficiency, quality, and productivity.
-
B.
software release model
A software release model is a conceptual framework that defines how, when, and in what form software versions are planned, built, tested, and delivered to users over time.
-
C.
theoretical model
chosen
A theoretical model is an abstract, simplified representation of a system or phenomenon used to explain, predict, or understand its behavior based on underlying principles and assumptions.
-
D.
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.
-
E.
procurement management initiative
A procurement management initiative is a coordinated effort to optimize how an organization plans, sources, negotiates, and manages the acquisition of goods and services to reduce costs, improve quality, and ensure compliance.
- 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_69bd43cf363c819087fd5ab441b4a3f4 |
completed | March 20, 2026, 12:55 p.m. |
Created at: March 20, 2026, 1:12 p.m.