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.