Triple

T33080460
Position Surface form Disambiguated ID Type / Status
Subject Matthew effect E846491 entity
Predicate instanceOf P0 FINISHED
Object cumulative advantage process C1599 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: cumulative advantage process
Context triple: [Matthew effect, instanceOf, cumulative advantage process]
  • A. cumulative hierarchy
    The cumulative hierarchy is a conceptual model of the set-theoretic universe built in transfinite stages, where each level consists of all sets that can be formed from the sets at earlier levels.
  • B. counting process
    A counting process is a stochastic process that records the cumulative number of events that have occurred up to each point in time, typically increasing in integer-valued steps.
  • C. stochastic process chosen
    A stochastic process is a collection of random variables indexed by time or space that describes the evolution of a system subject to inherent randomness.
  • D. optimal growth model
    An optimal growth model is a dynamic economic framework that determines how a representative agent or planner allocates consumption and investment over time to maximize intertemporal welfare subject to resource and technological constraints.
  • E. consensus-based decision-making process
    A consensus-based decision-making process is a collaborative method in which all participants work together to reach a mutually acceptable agreement that everyone can support or at least live with, rather than relying on majority rule.
  • 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_69f34954d46c8190a04a159cc5f99efd completed April 30, 2026, 12:21 p.m.
Created at: May 1, 2026, 1:26 a.m.