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.