Triple
T17229583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | socialist calculation debate |
E418206
|
entity |
| Predicate | hasProponent |
P9868
|
FINISHED |
| Object |
Oskar Lange
Oskar Lange was a Polish economist and diplomat best known for his influential work on market socialism and his role in mid-20th-century economic theory.
|
E1263108
|
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: Oskar Lange | Statement: [socialist calculation debate, hasProponent, Oskar Lange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oskar Lange Context triple: [socialist calculation debate, hasProponent, Oskar Lange]
-
A.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
B.
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.
-
C.
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.
-
D.
Wilhelm Röpke
Wilhelm Röpke was a German economist and social philosopher known as a key architect of ordoliberalism and the postwar German social market economy.
-
E.
Simon Kuznets
Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
- 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: Oskar Lange Triple: [socialist calculation debate, hasProponent, Oskar Lange]
Generated description
Oskar Lange was a Polish economist and diplomat best known for his influential work on market socialism and his role in mid-20th-century economic theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oskar Lange Target entity description: Oskar Lange was a Polish economist and diplomat best known for his influential work on market socialism and his role in mid-20th-century economic theory.
-
A.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
B.
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.
-
C.
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.
-
D.
Wilhelm Röpke
Wilhelm Röpke was a German economist and social philosopher known as a key architect of ordoliberalism and the postwar German social market economy.
-
E.
Simon Kuznets
Simon Kuznets was a Nobel Prize–winning economist best known for his work on economic growth, national income accounting, and the formulation of the Kuznets curve.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df62ec48190b2ed633a5bcc0255 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c3abb1c819083e802ac79ff4c34 |
completed | May 11, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_6a018d777ab081909efd8727c7eb99b8 |
completed | May 11, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018e2a15f081909377a30925406417 |
completed | May 11, 2026, 8:07 a.m. |
Created at: April 10, 2026, 5:39 a.m.