Triple
T4165457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prices and Production |
E84434
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Knut Wicksell
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
|
E418202
|
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: Knut Wicksell | Statement: [Prices and Production, influencedBy, Knut Wicksell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knut Wicksell Context triple: [Prices and Production, influencedBy, Knut Wicksell]
-
A.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
B.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
C.
Ragnar Frisch
Ragnar Frisch was a Norwegian economist and co-recipient of the first Nobel Memorial Prize in Economic Sciences, recognized as a founder of econometrics and modern macroeconomic analysis.
-
D.
Nicholas Kaldor
Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
-
E.
Eugen von Böhm-Bawerk
Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
- 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: Knut Wicksell Triple: [Prices and Production, influencedBy, Knut Wicksell]
Generated description
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knut Wicksell Target entity description: Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
-
A.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
B.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
C.
Ragnar Frisch
Ragnar Frisch was a Norwegian economist and co-recipient of the first Nobel Memorial Prize in Economic Sciences, recognized as a founder of econometrics and modern macroeconomic analysis.
-
D.
Nicholas Kaldor
Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
-
E.
Eugen von Böhm-Bawerk
Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ab00d48190acf3b041fca56be3 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f478c948190a997e006015e588d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fcd3d60819086ab5ad7b69242a2 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5803ec2088190ac9d4b3d34278e17 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.