Triple
T12693884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perception, Opportunity and Profit |
E303278
|
entity |
| Predicate | academicSubDiscipline |
P5484
|
FINISHED |
| Object | Austrian School |
E63019
|
NE FINISHED |
How this triple was built (3 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: Austrian School | Statement: [Perception, Opportunity and Profit, academicSubDiscipline, Austrian School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austrian School Context triple: [Perception, Opportunity and Profit, academicSubDiscipline, Austrian School]
-
A.
Austrian School of economics
chosen
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
-
B.
Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
-
C.
German historical school of economics
The German historical school of economics was a 19th- and early 20th-century intellectual movement that emphasized empirical, historical, and institutional analysis of economic phenomena rather than abstract universal laws.
-
D.
Leipzig School
The Leipzig School is a postwar German art movement centered in Leipzig, known for its figurative, often socially critical painting tradition that developed under and in response to East German socialism.
-
E.
Austrian Economics Center
The Austrian Economics Center is a research and advocacy organization that promotes free-market principles and the ideas of the Austrian School of economics through publications, events, and policy analysis.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: academicSubDiscipline Context triple: [Perception, Opportunity and Profit, academicSubDiscipline, Austrian School]
-
A.
academicFocus
Indicates the primary field of study, discipline, or subject area that an entity concentrates on academically.
-
B.
housesAcademicDiscipline
Indicates that an entity serves as the location or institutional home where a particular academic discipline is based, organized, or conducted.
-
C.
subDisciplineOf
chosen
Indicates that one discipline is a more specialized or narrower field within another, broader discipline.
-
D.
disciplinaryFocus
Indicates the primary academic or professional field, subject area, or discipline that something is centered on or concerned with.
-
E.
regionOfAcademicFocus
Indicates the academic subject area or discipline that an entity (such as a person or program) primarily concentrates on or specializes in.
- F. None of above.
Provenance (4 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d962a32c6481908ddaddae4ea267bf |
completed | April 10, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d5ea02e08190b3be1fdfe86b4ee5 |
completed | May 3, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69d960be63f081908a5ef5ef17a311bf |
completed | April 10, 2026, 8:42 p.m. |
Created at: April 9, 2026, 5:22 p.m.