Triple
T17218536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaled scientific elite |
E417913
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | technocratic class |
C27113
|
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: technocratic class Context triple: [Kaled scientific elite, instanceOf, technocratic class]
-
A.
ruling class
The ruling class is the social group that holds dominant political, economic, and cultural power within a society, enabling it to shape institutions, policies, and prevailing ideologies in its own interests.
-
B.
bourgeoisie
The bourgeoisie is the social class that owns and controls the means of production, capital, and property, typically positioned between the aristocracy and the working class in capitalist societies.
-
C.
learned professional class
chosen
The learned professional class comprises individuals whose primary occupations require advanced, specialized education and training, typically in fields such as law, medicine, academia, engineering, or similar professions that rely on expert knowledge and judgment.
-
D.
urban ruling elite
The urban ruling elite are the small, powerful group of individuals and families who dominate a city’s political, economic, and cultural institutions through concentrated wealth, influence, and social networks.
-
E.
Dutch bourgeoisie
The Dutch bourgeoisie were the urban middle-class merchants, professionals, and civic leaders who, from the early modern period onward, shaped the Netherlands’ commercial prosperity, cultural life, and political institutions through their wealth, Calvinist-influenced values, and emphasis on civic responsibility.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
Created at: April 10, 2026, 5:38 a.m.