Triple
T4007525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daniel Aaron |
E89560
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | telecommunications executive |
C116
|
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: telecommunications executive Context triple: [Daniel Aaron, instanceOf, telecommunications executive]
-
A.
telecommunications entrepreneur
A telecommunications entrepreneur is an individual who identifies opportunities and builds businesses that develop, provide, or innovate communication networks, services, or technologies connecting people and organizations.
-
B.
telecommunications magnate
A telecommunications magnate is a powerful and influential business leader who has amassed substantial wealth and control through ownership or dominance of major telecommunications companies and networks.
-
C.
telecommunications regulator
A telecommunications regulator is a governmental or independent authority responsible for overseeing, licensing, and enforcing rules in the communications sector to ensure fair competition, consumer protection, and efficient use of spectrum and infrastructure.
-
D.
telecommunications company
A telecommunications company is an organization that provides communication services such as voice, data, and video transmission over wired or wireless networks to individuals and businesses.
-
E.
business executive
chosen
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.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
Created at: March 9, 2026, 3:34 p.m.