Triple

T2631243
Position Surface form Disambiguated ID Type / Status
Subject Black–Scholes model E59634 entity
Predicate publishedIn P309 FINISHED
Object 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.
 E284679 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: Journal of Political Economy | Statement: [Black–Scholes model, publishedIn, Journal of Political Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Journal of Political Economy
Context triple: [Black–Scholes model, publishedIn, Journal of Political Economy]
  • A. 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.
  • B. 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.
  • C. American Economic Review
    American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
  • D. American Economic Journal: Economic Policy
    American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
  • E. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • 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 Political Economy
Triple: [Black–Scholes model, publishedIn, Journal of Political Economy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Journal of Political Economy
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. American Economic Review
    American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
  • D. American Economic Journal: Economic Policy
    American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
  • E. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8c567408190b94ff047efa4bc06 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90a7021081909f81c4ddb48fa00c completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af9172ba248190bbc68a00b43d9b44 completed March 10, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69af92500920819082c651f75a06dd72 completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:50 p.m.