Triple

T8926460
Position Surface form Disambiguated ID Type / Status
Subject United States economics profession E212549 entity
Predicate majorAssociation P629 FINISHED
Object American Finance Association
The American Finance Association is a leading academic organization of finance scholars and professionals in the United States, best known for advancing research in financial economics and publishing the Journal of Finance.
E766776 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 Finance Association | Statement: [United States economics profession, majorAssociation, American Finance Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Finance Association
Context triple: [United States economics profession, majorAssociation, American Finance Association]
  • A. American Economic Association
    The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
  • B. IEEE Finance Committee
    The IEEE Finance Committee is a governing body within the Institute of Electrical and Electronics Engineers responsible for overseeing the organization’s financial policies, planning, and fiscal management.
  • C. CFA Institute
    The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.
  • D. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • E. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • 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 Finance Association
Triple: [United States economics profession, majorAssociation, American Finance Association]
Generated description
The American Finance Association is a leading academic organization of finance scholars and professionals in the United States, best known for advancing research in financial economics and publishing the Journal of Finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Finance Association
Target entity description: The American Finance Association is a leading academic organization of finance scholars and professionals in the United States, best known for advancing research in financial economics and publishing the Journal of Finance.
  • A. American Economic Association
    The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
  • B. IEEE Finance Committee
    The IEEE Finance Committee is a governing body within the Institute of Electrical and Electronics Engineers responsible for overseeing the organization’s financial policies, planning, and fiscal management.
  • C. CFA Institute
    The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.
  • D. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • E. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • 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_69ca839481d48190b42b037e0d0f636c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6671557c81909f3837ffd6a15ffe completed April 1, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba58e9ec81909141c516d05ac790 completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbade9330819096d4b0eeacdad6da completed April 3, 2026, 1:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfbec2b8888190a0390168fdcef05f completed April 3, 2026, 1:21 p.m.
Created at: March 30, 2026, 6:57 p.m.