Triple
T4329581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | efficient market hypothesis |
E96714
|
entity |
| Predicate | inAcademicLiterature |
P3464
|
FINISHED |
| Object |
Journal of Finance
The Journal of Finance is a leading peer-reviewed academic journal in the field of financial economics, known for publishing influential research on topics such as asset pricing, corporate finance, and market efficiency.
|
E431734
|
NE FINISHED |
How this triple was built (5 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: Journal of Finance | Statement: [efficient market hypothesis, inAcademicLiterature, Journal of Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Journal of Finance Context triple: [efficient market hypothesis, inAcademicLiterature, Journal of Finance]
-
A.
Journal of Economic Perspectives
The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
-
B.
American Economic Journal
The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
-
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.
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.
-
E.
American Economic Review
American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
- 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: Journal of Finance Triple: [efficient market hypothesis, inAcademicLiterature, Journal of Finance]
Generated description
The Journal of Finance is a leading peer-reviewed academic journal in the field of financial economics, known for publishing influential research on topics such as asset pricing, corporate finance, and market efficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Journal of Finance Target entity description: The Journal of Finance is a leading peer-reviewed academic journal in the field of financial economics, known for publishing influential research on topics such as asset pricing, corporate finance, and market efficiency.
-
A.
Journal of Economic Perspectives
The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
-
B.
American Economic Journal
The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
-
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.
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.
-
E.
American Economic Review
American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: inAcademicLiterature Context triple: [efficient market hypothesis, inAcademicLiterature, Journal of Finance]
-
A.
scholarlyWork
Indicates a relationship where an entity is a formal academic or research work produced, published, or recognized within a scholarly context.
-
B.
academicBody
Indicates a formal organizational relationship in which an entity functions as an academic institution or governing academic unit associated with another entity.
-
C.
isAcademicJournal
Indicates that the entity functions as an academic journal, i.e., a periodical publication that disseminates scholarly research.
-
D.
scholarlyUse
Indicates that something is used for academic, educational, or research-related purposes.
-
E.
scholarlyView
chosen
Indicates that one entity holds an academic or research-based interpretation, opinion, or theoretical stance about another entity.
- F. None of above.
Provenance (6 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513545fc81909e29de7eae1829f7 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09bf304819084fc1b9162c8b48a |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d48a56f881909cc75f45d87c8151 |
completed | March 14, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f99ff08190957b46cd84954f79 |
completed | March 14, 2026, 9:36 p.m. |
| PD | Predicate disambiguation | batch_69b34f4e13fc8190a42c519f37959d27 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:13 p.m.