Triple
T16270587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | marginal revolution in economics |
E394987
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Francis Ysidro Edgeworth |
E283437
|
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: Francis Ysidro Edgeworth | Statement: [marginal revolution in economics, keyFigure, Francis Ysidro Edgeworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francis Ysidro Edgeworth Context triple: [marginal revolution in economics, keyFigure, Francis Ysidro Edgeworth]
-
A.
Francis Ysidro Edgeworth
chosen
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.
-
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.
William Stanley Jevons
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.
-
D.
Robert Torrens
Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
-
E.
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.
- 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_6a0025fb88488190a2979c75fba67b9d |
completed | May 10, 2026, 6:30 a.m. |
Created at: April 10, 2026, 5:05 a.m.