Triple

T2552880
Position Surface form Disambiguated ID Type / Status
Subject American Economic Review E56665 entity
Predicate hasSupplement P20051 FINISHED
Object American Economic Review: Insights
American Economic Review: Insights is a companion journal to the American Economic Review that publishes shorter, high-impact papers across all fields of economics.
E276884 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: American Economic Review: Insights | Statement: [American Economic Review, hasSupplement, American Economic Review: Insights]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Economic Review: Insights
Context triple: [American Economic Review, hasSupplement, American Economic Review: Insights]
  • A. 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.
  • B. American Economic Journal: Macroeconomics
    American Economic Journal: Macroeconomics is a peer-reviewed academic journal focusing on research in macroeconomics, including topics such as economic growth, business cycles, monetary and fiscal policy, and international macroeconomics.
  • C. 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.
  • D. 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.
  • E. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • 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: American Economic Review: Insights
Triple: [American Economic Review, hasSupplement, American Economic Review: Insights]
Generated description
American Economic Review: Insights is a companion journal to the American Economic Review that publishes shorter, high-impact papers across all fields of economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Economic Review: Insights
Target entity description: American Economic Review: Insights is a companion journal to the American Economic Review that publishes shorter, high-impact papers across all fields of economics.
  • A. 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.
  • B. American Economic Journal: Macroeconomics
    American Economic Journal: Macroeconomics is a peer-reviewed academic journal focusing on research in macroeconomics, including topics such as economic growth, business cycles, monetary and fiscal policy, and international macroeconomics.
  • C. 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.
  • D. 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.
  • E. American Economic Journal: Applied Economics
    American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd30a91348190aea0dbd1efb6f8cc completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d17ecd0819097c6b95307cc7557 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5e0b40e0819098b6cbe31152a18c completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e66a39c81909a49c272cd595c84 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.