Triple
T16270590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | marginal revolution in economics |
E394987
|
entity |
| Predicate | associatedSchool |
P1933
|
FINISHED |
| Object | Lausanne School of economics |
E1177568
|
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: Lausanne School of economics | Statement: [marginal revolution in economics, associatedSchool, Lausanne School of economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lausanne School of economics Context triple: [marginal revolution in economics, associatedSchool, Lausanne School of economics]
-
A.
Lausanne school of economics
chosen
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.
-
B.
Paris School of Economics
The Paris School of Economics is a leading French research and teaching institution in economics, renowned for its rigorous academic programs and influential contributions to economic theory and policy.
-
C.
University of St. Gallen
The University of St. Gallen is a prestigious Swiss university renowned for its programs in business, economics, law, and international affairs.
-
D.
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.
-
E.
ESCP Business School
ESCP Business School is a prestigious European business school known for its multi-campus model across major cities and its highly ranked management and business programs.
- 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e246099dd081908e268a1a0cf8a373 |
completed | April 17, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017bceb3881909dbd3167820ef199 |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:05 a.m.