Triple
T8825297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Post-Keynesian economics |
E210000
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Joan Robinson
Joan Robinson was a prominent 20th-century British economist known for her influential work on imperfect competition, capital theory, and the development of Post-Keynesian economics.
|
E760761
|
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: Joan Robinson | Statement: [Post-Keynesian economics, developedBy, Joan Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joan Robinson Context triple: [Post-Keynesian economics, developedBy, Joan Robinson]
-
A.
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.
-
B.
John R. Hicks
John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
-
C.
Margaret Keynes
Margaret Keynes was a member of the prominent Darwin–Wedgwood family, connected to the influential intellectual and scientific circles of 19th- and early 20th-century Britain.
-
D.
Elizabeth Boody Schumpeter
Elizabeth Boody Schumpeter was an American economic historian and editor known for preserving and publishing the works of her husband, economist Joseph Schumpeter.
-
E.
Lionel Robbins
Lionel Robbins was a prominent 20th-century British economist best known for his influential work on the nature and definition of economics and his role in shaping economic thought at the London 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: Joan Robinson Triple: [Post-Keynesian economics, developedBy, Joan Robinson]
Generated description
Joan Robinson was a prominent 20th-century British economist known for her influential work on imperfect competition, capital theory, and the development of Post-Keynesian economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joan Robinson Target entity description: Joan Robinson was a prominent 20th-century British economist known for her influential work on imperfect competition, capital theory, and the development of Post-Keynesian economics.
-
A.
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.
-
B.
John R. Hicks
John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
-
C.
Margaret Keynes
Margaret Keynes was a member of the prominent Darwin–Wedgwood family, connected to the influential intellectual and scientific circles of 19th- and early 20th-century Britain.
-
D.
Elizabeth Boody Schumpeter
Elizabeth Boody Schumpeter was an American economic historian and editor known for preserving and publishing the works of her husband, economist Joseph Schumpeter.
-
E.
Lionel Robbins
Lionel Robbins was a prominent 20th-century British economist best known for his influential work on the nature and definition of economics and his role in shaping economic thought at the London 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc60332d208190972a8b03fbd760ee |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cf894902588190adb60140c64561f6 |
completed | April 3, 2026, 9:32 a.m. |
| NEDg | Description generation | batch_69cf8a8c87dc81909d5c0d769341b17c |
completed | April 3, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8b79a0b48190a29491f5f8f81217 |
completed | April 3, 2026, 9:42 a.m. |
Created at: March 30, 2026, 6:46 p.m.