Triple

T2567882
Position Surface form Disambiguated ID Type / Status
Subject Journal of Economic Perspectives E57593 entity
Predicate abbreviation P43 FINISHED
Object JEP
JEP is a leading peer-reviewed academic journal that publishes accessible, survey-style articles on a wide range of economics topics for both specialists and informed non-specialists.
 E279409 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: JEP | Statement: [Journal of Economic Perspectives, abbreviation, JEP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: JEP
Context triple: [Journal of Economic Perspectives, abbreviation, JEP]
  • A. JEC
    JEC is a bipartisan U.S. congressional committee that analyzes economic conditions and advises Congress on economic policy.
  • B. JIRP
    JIRP is a long-running glaciological and mountaineering research and education program based on Alaska’s Juneau Icefield.
  • C. JFS
    JFS (Journaled File System) is a high-performance journaling file system developed by IBM, known for its scalability, low CPU usage, and reliability on enterprise and Linux systems.
  • D. JES3
    JES3 is a mainframe job entry subsystem for IBM z/OS that manages and controls the scheduling, execution, and output of batch jobs across single or multiple systems.
  • E. JSCP
    JSCP is a key U.S. military planning document that translates national defense strategy into specific tasks and guidance for combatant commanders and joint forces.
  • 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: JEP
Triple: [Journal of Economic Perspectives, abbreviation, JEP]
Generated description
JEP is a leading peer-reviewed academic journal that publishes accessible, survey-style articles on a wide range of economics topics for both specialists and informed non-specialists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: JEP
Target entity description: JEP is a leading peer-reviewed academic journal that publishes accessible, survey-style articles on a wide range of economics topics for both specialists and informed non-specialists.
  • A. JEC
    JEC is a bipartisan U.S. congressional committee that analyzes economic conditions and advises Congress on economic policy.
  • B. JIRP
    JIRP is a long-running glaciological and mountaineering research and education program based on Alaska’s Juneau Icefield.
  • C. JFS
    JFS (Journaled File System) is a high-performance journaling file system developed by IBM, known for its scalability, low CPU usage, and reliability on enterprise and Linux systems.
  • D. JES3
    JES3 is a mainframe job entry subsystem for IBM z/OS that manages and controls the scheduling, execution, and output of batch jobs across single or multiple systems.
  • E. JSCP
    JSCP is a key U.S. military planning document that translates national defense strategy into specific tasks and guidance for combatant commanders and joint forces.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd36191848190b6255fa9029429bd completed March 7, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6569e38881908d1492277fe0c60c completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67330d4c8190945b6ce8d20546ab completed March 10, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_69af68c5ad9c8190bc5ef698963685b2 completed March 10, 2026, 12:41 a.m.
Created at: March 6, 2026, 9:48 p.m.