Triple
T26185963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm McDonald |
E654829
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | marketing scholar |
C38328
|
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: marketing scholar Context triple: [Malcolm McDonald, instanceOf, marketing scholar]
-
A.
business theorist
A business theorist is a thinker who develops, analyzes, and refines conceptual frameworks to explain how businesses operate, compete, and create value within economic and social systems.
-
B.
business school professor
chosen
A business school professor is an academic expert who teaches, researches, and advises on topics related to management, finance, marketing, and other business disciplines within a higher education institution.
-
C.
marketing specialist
A marketing specialist is a professional who plans, executes, and analyzes targeted marketing strategies and campaigns to promote products, services, or brands and drive customer engagement and sales.
-
D.
finance scholar
A finance scholar is an expert who studies, analyzes, and advances knowledge about financial markets, instruments, and decision-making through research and teaching.
-
E.
accounting scholar
An accounting scholar is an academic expert who researches, analyzes, and teaches theories and practices related to financial reporting, auditing, and management accounting.
- 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_69ee5b469bc081908fe486453fdad810 |
completed | April 26, 2026, 6:36 p.m. |
Created at: April 26, 2026, 8:42 p.m.