Triple
T235838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Wealth of Nations |
E4822
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | David Ricardo |
E9529
|
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: David Ricardo | Statement: [The Wealth of Nations, influenced, David Ricardo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Ricardo Context triple: [The Wealth of Nations, influenced, David Ricardo]
-
A.
David Ricardo
chosen
David Ricardo was a prominent 19th-century British political economist known for his theories of comparative advantage, rent, and distribution in classical economics.
-
B.
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.
-
C.
Alfred Marshall
Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
-
D.
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.
-
E.
Henry Malthus
Henry Malthus was a son of the influential British economist and demographer Thomas Robert Malthus, known primarily through this familial connection.
- 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25ccab7648190be6e4f5febc1e313 |
completed | Feb. 28, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3736e4010819089000ed60dbf519c |
completed | Feb. 28, 2026, 10:59 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.