Triple

T11751322
Position Surface form Disambiguated ID Type / Status
Subject EconLit E279410 entity
Predicate usesClassificationSystem P2379 FINISHED
Object JEL classification system E308108 NE FINISHED

How this triple was built (2 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: JEL classification system | Statement: [EconLit, usesClassificationSystem, JEL classification system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: JEL classification system
Context triple: [EconLit, usesClassificationSystem, JEL classification system]
  • A. JEL chosen
    JEL is a leading peer-reviewed academic journal that publishes comprehensive surveys and reviews across all fields of economics.
  • B. EconLit
    EconLit is a comprehensive bibliographic database produced by the American Economic Association that indexes scholarly literature in economics and related fields.
  • C. 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.
  • D. The New Palgrave Dictionary of Economics
    The New Palgrave Dictionary of Economics is a comprehensive, scholarly reference work that provides in-depth articles on economic theory, history, and methodology written by leading economists.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a509c2448190b0deb7ed29c3a73f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a13550081909a26f57b30d68e03 completed April 28, 2026, 2:23 a.m.
Created at: April 8, 2026, 9:41 p.m.