Triple

T22570298
Position Surface form Disambiguated ID Type / Status
Subject Vietnamese mandarins E558058 entity
Predicate instanceOf P0 FINISHED
Object bureaucratic elite C6364 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: bureaucratic elite
Context triple: [Vietnamese mandarins, instanceOf, bureaucratic elite]
  • A. ruling class chosen
    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. 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.
  • C. military-bureaucratic nobility
    A military-bureaucratic nobility is a ruling elite whose status and power derive from a combination of hereditary or privileged rank, formal positions in the state administration, and command roles within the armed forces.
  • D. 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.
  • E. aristocratic corporation
    An aristocratic corporation is a governing body or organization controlled by a hereditary or elite class, in which authority and decision-making are concentrated among a small, privileged group rather than broadly distributed.
  • 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_69e11e5ae4ac8190b1f503457603d969 completed April 16, 2026, 5:37 p.m.
Created at: April 16, 2026, 8:52 p.m.