Triple
T8901573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Marschak |
E211940
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
Cowles Commission research program
The Cowles Commission research program was an influential mid-20th-century initiative in economics that pioneered rigorous econometric methods and formal mathematical modeling of economic behavior and policy.
|
E196776
|
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: Cowles Commission research program | Statement: [Jacob Marschak, movement, Cowles Commission research program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cowles Commission research program Context triple: [Jacob Marschak, movement, Cowles Commission research program]
-
A.
Econometric Model of the United States
Econometric Model of the United States is a large-scale macroeconometric model developed to analyze and forecast the U.S. economy, particularly associated with the pioneering work of economist Lawrence Klein.
-
B.
Wharton econometric forecasting model
The Wharton econometric forecasting model is a large-scale macroeconometric model of the U.S. economy used for economic analysis and forecasting, developed under the leadership of economist Lawrence Klein.
-
C.
Cowles Foundation
The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
-
D.
Klein–Tinbergen macroeconometric models
The Klein–Tinbergen macroeconometric models are pioneering large-scale quantitative models of national economies that integrated economic theory with statistical estimation to analyze and forecast macroeconomic activity.
-
E.
The Probability Approach in Econometrics
The Probability Approach in Econometrics is Trygve Haavelmo’s landmark work that founded modern econometrics by rigorously formulating economic relationships within a probabilistic, statistical framework.
- 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: Cowles Commission research program Triple: [Jacob Marschak, movement, Cowles Commission research program]
Generated description
The Cowles Commission research program was an influential mid-20th-century initiative in economics that pioneered rigorous econometric methods and formal mathematical modeling of economic behavior and policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cowles Commission research program Target entity description: The Cowles Commission research program was an influential mid-20th-century initiative in economics that pioneered rigorous econometric methods and formal mathematical modeling of economic behavior and policy.
-
A.
Econometric Model of the United States
Econometric Model of the United States is a large-scale macroeconometric model developed to analyze and forecast the U.S. economy, particularly associated with the pioneering work of economist Lawrence Klein.
-
B.
Wharton econometric forecasting model
The Wharton econometric forecasting model is a large-scale macroeconometric model of the U.S. economy used for economic analysis and forecasting, developed under the leadership of economist Lawrence Klein.
-
C.
Cowles Foundation
chosen
The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
-
D.
Klein–Tinbergen macroeconometric models
The Klein–Tinbergen macroeconometric models are pioneering large-scale quantitative models of national economies that integrated economic theory with statistical estimation to analyze and forecast macroeconomic activity.
-
E.
The Probability Approach in Econometrics
The Probability Approach in Econometrics is Trygve Haavelmo’s landmark work that founded modern econometrics by rigorously formulating economic relationships within a probabilistic, statistical framework.
- F. None of above.
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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba26bc7881908639e9a812dec894 |
completed | April 3, 2026, 1:01 p.m. |
| NEDg | Description generation | batch_69cfbcab0cd88190a2ea89e27324e4ff |
completed | April 3, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbd71b8ec81909d222897c898e78a |
completed | April 3, 2026, 1:15 p.m. |
Created at: March 30, 2026, 6:54 p.m.