Triple

T2695627
Position Surface form Disambiguated ID Type / Status
Subject American Economic Journal: Economic Policy E58504 entity
Predicate partOfSeries P1761 FINISHED
Object American Economic Journal
The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
 E300347 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 Journal | Statement: [American Economic Journal: Economic Policy, partOfSeries, American Economic Journal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Economic Journal
Context triple: [American Economic Journal: Economic Policy, partOfSeries, American Economic Journal]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Journal
Triple: [American Economic Journal: Economic Policy, partOfSeries, American Economic Journal]
Generated description
The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Economic Journal
Target entity description: The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ab4ac269e481909cb317d79e68b75b completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda2f7bf88190a1e3103dd014d871 completed March 7, 2026, 7:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc63b76e0819084c4d2bd4a9e6d78 completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afcaaca2148190b61498e5139d664d completed March 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69afcb43e9b88190a99b1bb2e62430da completed March 10, 2026, 7:41 a.m.
Created at: March 6, 2026, 9:55 p.m.