Triple
T1423022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | classical economics |
E30266
|
entity |
| Predicate | hasKeyProponent |
P810
|
FINISHED |
| Object |
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.
|
E165098
|
NE FINISHED |
How this triple was built (4 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: Jean-Baptiste Say | Statement: [classical economics, hasKeyProponent, Jean-Baptiste Say]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Say Context triple: [classical economics, hasKeyProponent, Jean-Baptiste Say]
-
A.
Anne-Robert-Jacques Turgot
Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical economics.
-
B.
David Ricardo
David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
-
C.
Leon Walras
Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
-
D.
Adam Smith
Adam Smith was an 18th-century Scottish economist and philosopher best known as the author of "The Wealth of Nations" and a foundational figure in classical economics.
-
E.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jean-Baptiste Say Triple: [classical economics, hasKeyProponent, Jean-Baptiste Say]
Generated description
Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Say Target entity description: Jean-Baptiste Say was a French classical economist best known for formulating Say’s Law, which posits that supply creates its own demand.
-
A.
Anne-Robert-Jacques Turgot
Anne-Robert-Jacques Turgot was an 18th-century French economist, statesman, and early advocate of economic liberalism whose ideas influenced later classical economics.
-
B.
David Ricardo
David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
-
C.
Leon Walras
Leon Walras was a 19th-century French economist best known for founding the theory of general equilibrium and helping establish neoclassical economics.
-
D.
Adam Smith
Adam Smith was an 18th-century Scottish economist and philosopher best known as the author of "The Wealth of Nations" and a foundational figure in classical economics.
-
E.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
- F. None of above. chosen
Provenance (5 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4ba798881909c2259987248b030 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08b09c948190a5ec17021299049e |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad098f9fd0819094d9478881ca1a46 |
completed | March 8, 2026, 5:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0a6c7aa08190b21b00c03f04af27 |
completed | March 8, 2026, 5:34 a.m. |
Created at: March 1, 2026, 8 p.m.