Triple
T19182662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter A. Shewhart |
E469614
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | pioneer of modern quality management |
C22563
|
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: pioneer of modern quality management Context triple: [Walter A. Shewhart, instanceOf, pioneer of modern quality management]
-
A.
quality management framework
A quality management framework is a structured set of principles, processes, and practices that organizations use to plan, control, and improve the quality of their products, services, and operations.
-
B.
operations management scholar
An operations management scholar is an academic expert who studies, analyzes, and improves the processes, systems, and resources organizations use to produce and deliver goods and services efficiently and effectively.
-
C.
pioneer in engineering
chosen
A pioneer in engineering is an individual who introduces groundbreaking concepts, methods, or technologies that significantly advance the field and reshape established practices.
-
D.
industrial engineer
An industrial engineer is a professional who designs, optimizes, and manages complex systems, processes, and resources to improve efficiency, quality, and productivity in industrial and service environments.
-
E.
advertising pioneer
An advertising pioneer is an individual who introduces groundbreaking strategies, technologies, or creative approaches that significantly transform how products, services, or ideas are promoted to the public.
- 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_69d8dd09d5a081909ae43c286651ae5a |
completed | April 10, 2026, 11:20 a.m. |
Created at: April 10, 2026, 12:07 p.m.