Triple

T15741782
Position Surface form Disambiguated ID Type / Status
Subject Ramsey–Cass–Koopmans model E381618 entity
Predicate instanceOf P0 FINISHED
Object optimal growth model C35812 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: optimal growth model
Context triple: [Ramsey–Cass–Koopmans model, instanceOf, optimal growth model]
  • A. necessary conditions for optimality
    Necessary conditions for optimality are criteria that any candidate solution must satisfy in order to be considered a potential optimizer (such as a minimum, maximum, or saddle point) of a given objective function under specified constraints.
  • B. economic forecasting model
    An economic forecasting model is a structured analytical framework that uses historical data, statistical methods, and assumptions about future conditions to predict key economic variables such as growth, inflation, and employment.
  • C. object in optimal stopping theory
    An object in optimal stopping theory is an abstract entity (such as a stochastic process, payoff function, or stopping rule) whose evolution or evaluation over time determines when it is best to stop observing and take an action to maximize expected reward or minimize expected cost.
  • D. economic equation
    An economic equation is a mathematical expression that represents relationships between economic variables, such as supply and demand, costs and revenues, or income and expenditure, to analyze and predict economic behavior.
  • E. economic efficiency criterion
    An economic efficiency criterion is a standard or rule used to evaluate how well resources are allocated to maximize total net benefits or welfare in an economy.
  • F. None of above. chosen

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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
Created at: April 10, 2026, 4:46 a.m.