Triple
T28363301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Hagel III |
E718419
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | business author |
C42634
|
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: business author Context triple: [John Hagel III, instanceOf, business author]
-
A.
business executive
A business executive is a high-level professional responsible for setting strategic direction, making major organizational decisions, and overseeing the performance and operations of a company or business unit.
-
B.
business owner
A business owner is an individual or entity that creates, controls, and is ultimately responsible for the strategic direction, operations, and financial outcomes of a business.
-
C.
business mentor
A business mentor is an experienced professional who provides guidance, insight, and support to help individuals or organizations develop strategies, overcome challenges, and achieve their business goals.
-
D.
book writer
chosen
A book writer is a person who creates written works of fiction or nonfiction, organizing ideas, narratives, and information into a structured manuscript intended for publication and readership.
-
E.
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.
- 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_69eff6ed5af48190be4e0adf298223e0 |
completed | April 27, 2026, 11:53 p.m. |
Created at: April 28, 2026, 12:53 a.m.