Triple
T15931813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | This Unsuccessful Age or The Pains of Economic Progress |
E386340
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Freiburg school of economics |
E386335
|
NE FINISHED |
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: Freiburg school of economics | Statement: [This Unsuccessful Age or The Pains of Economic Progress, associatedWith, Freiburg school of economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freiburg school of economics Context triple: [This Unsuccessful Age or The Pains of Economic Progress, associatedWith, Freiburg school of economics]
-
A.
Freiburg School
chosen
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.
-
B.
Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
-
C.
Gothenburg School of Economics
Gothenburg School of Economics is a Swedish business school in Gothenburg known for training economists and business leaders, including notable industrialist Assar Gabrielsson.
-
D.
Lausanne school of economics
The Lausanne school of economics is a neoclassical economic tradition centered around Léon Walras and Vilfredo Pareto, known for its rigorous mathematical formulation of general equilibrium theory.
-
E.
Austrian School of economics
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156a5b9348190962ddc1c35caf44f |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb82a29081909ef0e2685d0705c3 |
completed | May 10, 2026, 2:20 a.m. |
Created at: April 10, 2026, 4:52 a.m.