Triple

T451473
Position Surface form Disambiguated ID Type / Status
Subject American Economic Association E7138 entity
Predicate publishes P80 FINISHED
Object 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.
E56974 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 Economic Literature | Statement: [American Economic Association, publishes, Journal of Economic Literature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Journal of Economic Literature
Context triple: [American Economic Association, publishes, Journal of Economic Literature]
  • A. 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.
  • B. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • C. Quantitative Economics
    Quantitative Economics is a peer-reviewed open-access journal of the Econometric Society that publishes research in econometrics and quantitative economic theory.
  • D. Theoretical Economics
    Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
  • E. American Economic Association
    The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field 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: Journal of Economic Literature
Triple: [American Economic Association, publishes, Journal of Economic Literature]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Journal of Economic Literature
Target entity description: 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.
  • A. 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.
  • B. Econometrica
    Econometrica is a leading peer-reviewed academic journal in economics, particularly renowned for publishing foundational work in economic theory and econometrics.
  • C. Quantitative Economics
    Quantitative Economics is a peer-reviewed open-access journal of the Econometric Society that publishes research in econometrics and quantitative economic theory.
  • D. Theoretical Economics
    Theoretical Economics is a peer-reviewed academic journal that publishes research in economic theory, including microeconomic theory, game theory, and related fields.
  • E. American Economic Association
    The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef835ae881908884dcc3a46af951 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cb9efc48190a161980e5506e5c8 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d3af80081908fe11a4f873ee7a9 completed March 1, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69a44da8ae788190b8e1694f534043d4 completed March 1, 2026, 2:31 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.