Triple
T32807188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Liu |
E839051
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | semiconductor executive |
C19153
|
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: semiconductor executive Context triple: [Mark Liu, instanceOf, semiconductor executive]
-
A.
semiconductor industry executive
chosen
A semiconductor industry executive is a senior leader responsible for guiding strategy, operations, and innovation within companies that design, manufacture, or supply semiconductor technologies and products.
-
B.
semiconductor engineer
A semiconductor engineer designs, develops, and optimizes microelectronic devices and integrated circuits by applying principles of materials science, electrical engineering, and manufacturing processes.
-
C.
electronics industry figure
An electronics industry figure is a notable individual who significantly influences the development, production, or commercialization of electronic technologies, products, or markets.
-
D.
semiconductor manufacturing company
A semiconductor manufacturing company is an organization that designs, fabricates, tests, and packages integrated circuits and other semiconductor devices for use in electronic products and systems.
-
E.
AT&T executive
An AT&T executive is a senior corporate leader responsible for shaping the company’s strategic direction, overseeing major business units or functions, and driving growth, innovation, and regulatory compliance within the telecommunications and media markets.
- 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_69f3493d35208190b4351b4e85f2fa16 |
completed | April 30, 2026, 12:21 p.m. |
Created at: May 1, 2026, 1:15 a.m.