Triple
T1886259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Kaldor |
E39970
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Michał Kalecki
Michał Kalecki was a Polish economist whose pioneering work on effective demand, income distribution, and business cycles paralleled and anticipated key ideas of Keynesian economics.
|
E213224
|
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: Michał Kalecki | Statement: [Nicholas Kaldor, influencedBy, Michał Kalecki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michał Kalecki Context triple: [Nicholas Kaldor, influencedBy, Michał Kalecki]
-
A.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
B.
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.
-
C.
Karl Polanyi
Karl Polanyi was a Hungarian economic historian and social theorist best known for his influential work "The Great Transformation," which critiqued market liberalism and analyzed the social and political origins of modern capitalist economies.
-
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.
Walter Eucken
Walter Eucken was a German economist and leading figure of the Freiburg School whose ideas laid the intellectual foundation for the postwar German social market economy.
- 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: Michał Kalecki Triple: [Nicholas Kaldor, influencedBy, Michał Kalecki]
Generated description
Michał Kalecki was a Polish economist whose pioneering work on effective demand, income distribution, and business cycles paralleled and anticipated key ideas of Keynesian economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michał Kalecki Target entity description: Michał Kalecki was a Polish economist whose pioneering work on effective demand, income distribution, and business cycles paralleled and anticipated key ideas of Keynesian economics.
-
A.
Jacob Viner
Jacob Viner was a prominent 20th-century economist known for his influential work in international trade theory, public finance, and his role in shaping modern economic thought.
-
B.
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.
-
C.
Karl Polanyi
Karl Polanyi was a Hungarian economic historian and social theorist best known for his influential work "The Great Transformation," which critiqued market liberalism and analyzed the social and political origins of modern capitalist economies.
-
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.
Walter Eucken
Walter Eucken was a German economist and leading figure of the Freiburg School whose ideas laid the intellectual foundation for the postwar German social market economy.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb12032c881909cd93e3601906f48 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeae631488190b5b4a8137112e568 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adecacc5c881909882deb9b68d8a4c |
completed | March 8, 2026, 9:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adecfa6d2c8190a9adc4887a721ab7 |
completed | March 8, 2026, 9:41 p.m. |
Created at: March 4, 2026, 7:34 p.m.