Triple

T15741780
Position Surface form Disambiguated ID Type / Status
Subject Ramsey–Cass–Koopmans model E381618 entity
Predicate instanceOf P0 FINISHED
Object intertemporal optimization model C6850 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: intertemporal optimization model
Context triple: [Ramsey–Cass–Koopmans model, instanceOf, intertemporal optimization model]
  • A. 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.
  • B. economic theory chosen
    Economic theory is a conceptual framework that explains how individuals, firms, and governments make decisions about the allocation of scarce resources and how these decisions shape the production, distribution, and consumption of goods and services.
  • C. 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.
  • D. theory of rational choice under risk
    A theory of rational choice under risk explains how individuals should make decisions among uncertain outcomes by systematically comparing the expected utilities of available options, given their probabilities and the decision-maker’s preferences.
  • E. 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.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
Created at: April 10, 2026, 4:46 a.m.