Triple

T7675619
Position Surface form Disambiguated ID Type / Status
Subject Lawrence Klein E173852 entity
Predicate notableWork P4 FINISHED
Object Klein–Goldberger model
The Klein–Goldberger model is an early econometric macroeconomic model of the U.S. economy that integrates consumption, investment, and other key variables to analyze economic fluctuations and policy effects.
E681556 NE FINISHED

How this triple was built (4 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Klein–Goldberger model | Statement: [Lawrence Klein, notableWork, Klein–Goldberger model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klein–Goldberger model
Context triple: [Lawrence Klein, notableWork, Klein–Goldberger model]
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • C. Ramsey–Cass–Koopmans model
    The Ramsey–Cass–Koopmans model is a foundational neoclassical growth model in macroeconomics that analyzes optimal savings, consumption, and capital accumulation over time in a perfectly competitive economy.
  • D. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • E. Lucas tree model
    The Lucas tree model is a foundational asset-pricing framework in macroeconomics that models a representative agent’s consumption and investment decisions using a single, infinitely lived “tree” that yields a stochastic stream of dividends.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Klein–Goldberger model
Triple: [Lawrence Klein, notableWork, Klein–Goldberger model]
Generated description
The Klein–Goldberger model is an early econometric macroeconomic model of the U.S. economy that integrates consumption, investment, and other key variables to analyze economic fluctuations and policy effects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klein–Goldberger model
Target entity description: The Klein–Goldberger model is an early econometric macroeconomic model of the U.S. economy that integrates consumption, investment, and other key variables to analyze economic fluctuations and policy effects.
  • A. Modigliani–Brumberg model
    The Modigliani–Brumberg model is an economic life-cycle theory explaining how individuals plan consumption and saving over their lifetimes to smooth living standards despite changing income.
  • B. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • C. Ramsey–Cass–Koopmans model
    The Ramsey–Cass–Koopmans model is a foundational neoclassical growth model in macroeconomics that analyzes optimal savings, consumption, and capital accumulation over time in a perfectly competitive economy.
  • D. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • E. Lucas tree model
    The Lucas tree model is a foundational asset-pricing framework in macroeconomics that models a representative agent’s consumption and investment decisions using a single, infinitely lived “tree” that yields a stochastic stream of dividends.
  • F. None of above. chosen

Provenance (5 batches)

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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701e333f08190a9ee87080c6d0118 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a23ba62881908fcdcf2ffcf6d41d completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a49262ec81908f3b45031994d128 completed March 29, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c8a50df2a88190b5f7db0afea96fc3 completed March 29, 2026, 4:05 a.m.
Created at: March 27, 2026, 4:01 p.m.