Triple
T16270598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | marginal revolution in economics |
E394987
|
entity |
| Predicate | publication |
P80
|
FINISHED |
| Object | William Stanley Jevons, The Theory of Political Economy |
E144908
|
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: William Stanley Jevons, The Theory of Political Economy | Statement: [marginal revolution in economics, publication, William Stanley Jevons, The Theory of Political Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Stanley Jevons, The Theory of Political Economy Context triple: [marginal revolution in economics, publication, William Stanley Jevons, The Theory of Political Economy]
-
A.
William Stanley Jevons
chosen
William Stanley Jevons was a 19th-century English economist and logician known as a founder of the marginal revolution in economics and for his work on utility theory and the theory of value.
-
B.
Thomas Jevons
Thomas Jevons was the father of British economist and logician William Stanley Jevons, belonging to the family background that influenced his son's early life and education.
-
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.
Francis Ysidro Edgeworth
Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
-
E.
An Outline of the Science of Political Economy
An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
- 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.