Triple
T8901431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History of Economic Analysis |
E211937
|
entity |
| Predicate | discusses |
P450
|
FINISHED |
| Object | Léon Walras |
E143174
|
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: Léon Walras | Statement: [History of Economic Analysis, discusses, Léon Walras]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Léon Walras Context triple: [History of Economic Analysis, discusses, Léon Walras]
-
A.
Leon Walras
chosen
Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
-
B.
Antoine Augustin Cournot
Antoine Augustin Cournot was a 19th-century French philosopher, mathematician, and economist best known for pioneering the mathematical analysis of markets and oligopoly in economics.
-
C.
Jean-Baptiste Say
Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
-
D.
Eugen von Böhm-Bawerk
Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
-
E.
Friedrich von Wieser
Friedrich von Wieser was an Austrian economist of the Austrian School known for his work on marginal utility, opportunity cost, and the theory of imputation.
- 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642a104081908df2d64e8f9ad0c8 |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac1846f481909aad27a6dacddba2 |
completed | April 3, 2026, 12:01 p.m. |
Created at: March 30, 2026, 6:54 p.m.