Triple

T451479
Position Surface form Disambiguated ID Type / Status
Subject American Economic Association E7138 entity
Predicate publishes P80 FINISHED
Object AEA Papers and Proceedings
AEA Papers and Proceedings is an annual scholarly publication of the American Economic Association that features selected papers and discussions from its annual meetings, highlighting current research and policy debates in economics.
 E56666 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: AEA Papers and Proceedings | Statement: [American Economic Association, publishes, AEA Papers and Proceedings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AEA Papers and Proceedings
Context triple: [American Economic Association, publishes, AEA Papers and Proceedings]
  • A. AIEE Transactions
    AIEE Transactions was a leading technical journal that published research and developments in electrical engineering under the auspices of the American Institute of Electrical Engineers.
  • B. AIAA Aviation Forum
    The AIAA Aviation Forum is a major annual conference that brings together aerospace professionals, researchers, and industry leaders to discuss advances and challenges in aviation science, technology, and policy.
  • C. Research Notes of the AAS
    Research Notes of the AAS is a peer-reviewed, open-access journal that rapidly publishes brief reports and timely results in astronomy and astrophysics.
  • D. Transactions of the American Philosophical Society
    Transactions of the American Philosophical Society is a long-running scholarly journal that publishes monographic studies and research across a wide range of academic disciplines.
  • E. IEEE Publications
    IEEE Publications is the publishing arm of the Institute of Electrical and Electronics Engineers, producing leading journals, conferences, and standards literature in electrical engineering, computer science, and related fields.
  • 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: AEA Papers and Proceedings
Triple: [American Economic Association, publishes, AEA Papers and Proceedings]
Generated description
AEA Papers and Proceedings is an annual scholarly publication of the American Economic Association that features selected papers and discussions from its annual meetings, highlighting current research and policy debates in economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AEA Papers and Proceedings
Target entity description: AEA Papers and Proceedings is an annual scholarly publication of the American Economic Association that features selected papers and discussions from its annual meetings, highlighting current research and policy debates in economics.
  • A. AIEE Transactions
    AIEE Transactions was a leading technical journal that published research and developments in electrical engineering under the auspices of the American Institute of Electrical Engineers.
  • B. AIAA Aviation Forum
    The AIAA Aviation Forum is a major annual conference that brings together aerospace professionals, researchers, and industry leaders to discuss advances and challenges in aviation science, technology, and policy.
  • C. Research Notes of the AAS
    Research Notes of the AAS is a peer-reviewed, open-access journal that rapidly publishes brief reports and timely results in astronomy and astrophysics.
  • D. Transactions of the American Philosophical Society
    Transactions of the American Philosophical Society is a long-running scholarly journal that publishes monographic studies and research across a wide range of academic disciplines.
  • E. IEEE Publications
    IEEE Publications is the publishing arm of the Institute of Electrical and Electronics Engineers, producing leading journals, conferences, and standards literature in electrical engineering, computer science, and related fields.
  • 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_69a44801b3f88190b8bd4b4739c3e783 completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a448c647a48190bd1212b96992b7c6 completed March 1, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69a4497c4e8c8190b6cfe8ac2f3a8335 completed March 1, 2026, 2:13 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.