Triple

T8825340
Position Surface form Disambiguated ID Type / Status
Subject Post-Keynesian economics E210000 entity
Predicate associatedWithJournal P49143 FINISHED
Object Journal of Post Keynesian Economics
The Journal of Post Keynesian Economics is a scholarly journal that publishes research and debate within the Post-Keynesian tradition of heterodox economic theory and policy.
E760766 NE FINISHED

How this triple was built (5 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: Journal of Post Keynesian Economics | Statement: [Post-Keynesian economics, associatedWithJournal, Journal of Post Keynesian Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Journal of Post Keynesian Economics
Context triple: [Post-Keynesian economics, associatedWithJournal, Journal of Post Keynesian Economics]
  • A. Journal of Economic Perspectives
    The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
  • B. Journal of Economic Literature
    The Journal of Economic Literature is a leading peer-reviewed academic journal that surveys and synthesizes research across all fields of economics, providing authoritative reviews and bibliographic overviews for scholars and practitioners.
  • C. 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.
  • D. Journal of Econometrics
    Journal of Econometrics is a leading peer-reviewed academic journal that publishes advanced research on econometric theory and applied econometric methods.
  • E. Journal of Political Economy
    The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied 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: Journal of Post Keynesian Economics
Triple: [Post-Keynesian economics, associatedWithJournal, Journal of Post Keynesian Economics]
Generated description
The Journal of Post Keynesian Economics is a scholarly journal that publishes research and debate within the Post-Keynesian tradition of heterodox economic theory and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Journal of Post Keynesian Economics
Target entity description: The Journal of Post Keynesian Economics is a scholarly journal that publishes research and debate within the Post-Keynesian tradition of heterodox economic theory and policy.
  • A. Journal of Economic Perspectives
    The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
  • B. Journal of Economic Literature
    The Journal of Economic Literature is a leading peer-reviewed academic journal that surveys and synthesizes research across all fields of economics, providing authoritative reviews and bibliographic overviews for scholars and practitioners.
  • C. 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.
  • D. Journal of Econometrics
    Journal of Econometrics is a leading peer-reviewed academic journal that publishes advanced research on econometric theory and applied econometric methods.
  • E. Journal of Political Economy
    The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied economics.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedWithJournal
Context triple: [Post-Keynesian economics, associatedWithJournal, Journal of Post Keynesian Economics]
  • A. associatedWithAuthorWork
    Indicates a relationship where an author is connected to a work they created, contributed to, or are otherwise credited for.
  • B. associatedWithManuscript
    Indicates a relationship in which an entity is linked or connected to a particular manuscript, such as by authorship, reference, inclusion, or relevance.
  • C. associatedWithPub chosen
    Indicates that an entity has a connection or relationship with a particular publication (e.g., as source, reference, or related work).
  • D. associatedScholar
    Indicates a relationship where a scholar is linked or connected to another entity (such as a work, institution, or concept) through relevant academic or intellectual involvement.
  • E. associatedConsort
    Indicates a spousal or consort relationship linking one entity to another as their partner.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69cc5c21e64c81908490e3b0875dc0d6 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:46 p.m.