Triple
T290739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Econometric Society |
E5985
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Irving Fisher
Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
|
E38518
|
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: Irving Fisher | Statement: [Econometric Society, founder, Irving Fisher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Irving Fisher Context triple: [Econometric Society, founder, Irving Fisher]
-
A.
Alfred Marshall
Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
-
B.
John Maynard Keynes
John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
-
C.
John Ramsay McCulloch
John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
-
D.
Joseph Schumpeter
Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
-
E.
Harry Dexter White
Harry Dexter White was a prominent American economist and senior U.S. Treasury official who played a leading role in designing the post–World War II international monetary order, including the institutions that became the IMF and World Bank.
- 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: Irving Fisher Triple: [Econometric Society, founder, Irving Fisher]
Generated description
Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Irving Fisher Target entity description: Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
-
A.
Alfred Marshall
Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
-
B.
John Maynard Keynes
John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
-
C.
John Ramsay McCulloch
John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
-
D.
Joseph Schumpeter
Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
-
E.
Harry Dexter White
Harry Dexter White was a prominent American economist and senior U.S. Treasury official who played a leading role in designing the post–World War II international monetary order, including the institutions that became the IMF and World Bank.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NER | Named-entity recognition | batch_69a25e4f78bc81909a64fd6aaec3b504 |
completed | Feb. 28, 2026, 3:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a885fd4c8190a2293f73ba9c8a46 |
completed | March 1, 2026, 2:46 a.m. |
| NEDg | Description generation | batch_69a3a963adbc8190b6729f425f75c713 |
completed | March 1, 2026, 2:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3a9d03f808190be3802f6f5249eea |
completed | March 1, 2026, 2:52 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.