Triple
T8825339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Post-Keynesian economics |
E210000
|
entity |
| Predicate | associatedWithInstitution |
P2227
|
FINISHED |
| Object |
Post-Keynesian Economics Society
The Post-Keynesian Economics Society is a scholarly association that promotes research, discussion, and dissemination of Post-Keynesian economic theory and policy.
|
E760765
|
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: Post-Keynesian Economics Society | Statement: [Post-Keynesian economics, associatedWithInstitution, Post-Keynesian Economics Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Post-Keynesian Economics Society Context triple: [Post-Keynesian economics, associatedWithInstitution, Post-Keynesian Economics Society]
-
A.
Royal Economic Society
The Royal Economic Society is a leading professional association in the United Kingdom dedicated to promoting the study and advancement of economics through research, publications, and events.
-
B.
Society of Business Economists
The Society of Business Economists is a UK-based professional association that brings together economists working in business, finance, and policy to share analysis, research, and best practices.
-
C.
Econometric Society
The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
-
D.
Post-Keynesian economics
Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
-
E.
National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
- 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: Post-Keynesian Economics Society Triple: [Post-Keynesian economics, associatedWithInstitution, Post-Keynesian Economics Society]
Generated description
The Post-Keynesian Economics Society is a scholarly association that promotes research, discussion, and dissemination of Post-Keynesian economic theory and policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Post-Keynesian Economics Society Target entity description: The Post-Keynesian Economics Society is a scholarly association that promotes research, discussion, and dissemination of Post-Keynesian economic theory and policy.
-
A.
Royal Economic Society
The Royal Economic Society is a leading professional association in the United Kingdom dedicated to promoting the study and advancement of economics through research, publications, and events.
-
B.
Society of Business Economists
The Society of Business Economists is a UK-based professional association that brings together economists working in business, finance, and policy to share analysis, research, and best practices.
-
C.
Econometric Society
The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
-
D.
Post-Keynesian economics
Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
-
E.
National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
- 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.