Triple
T21305532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard E. Wagner |
E525187
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | Austrian economics |
—
|
NE NERFINISHED |
How this triple was built (2 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 economics | Statement: [Richard E. Wagner, fieldOfWork, Austrian economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austrian economics Context triple: [Richard E. Wagner, fieldOfWork, Austrian economics]
-
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.
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.
-
C.
Mises Institute
The Mises Institute is a libertarian research and educational organization that promotes Austrian School economics and classical liberal ideas through publications, teaching, and public outreach.
-
D.
heterodox economics
Heterodox economics is a broad set of economic theories and approaches that challenge mainstream neoclassical economics, often emphasizing historical, social, ecological, and institutional factors in economic analysis.
-
E.
neoclassical economics
Neoclassical economics is a dominant school of economic thought that explains prices, output, and income distribution primarily through marginal analysis, individual rational choice, and market equilibrium.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b518b8948190ad69cf9a8784d397 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75aa3f90481909b212bdbf00c2bb0 |
completed | April 21, 2026, 11:08 a.m. |
Created at: April 16, 2026, 4:05 p.m.