Triple
T23036154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergson–Samuelson social welfare function |
E573599
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Paul A. Samuelson |
—
|
NE NERFINISHED |
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: Paul A. Samuelson | Statement: [Bergson–Samuelson social welfare function, developedBy, Paul A. Samuelson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul A. Samuelson Context triple: [Bergson–Samuelson social welfare function, developedBy, Paul A. Samuelson]
-
A.
Paul Samuelson
chosen
Paul Samuelson was a pioneering American economist and Nobel laureate whose work helped establish modern economic theory and transform economics into a more rigorous, mathematically grounded discipline.
-
B.
Wassily Leontief
Wassily Leontief was a Nobel Prize–winning economist best known for developing input–output analysis to study the interdependence of sectors in an economy.
-
C.
Lawrence Klein
Lawrence Klein was an American economist and Nobel laureate renowned for his pioneering work in developing econometric models for forecasting economic trends.
-
D.
Estelle Marks Leontief
Estelle Marks Leontief was an American writer and editor best known as the wife and intellectual partner of Nobel Prize–winning economist Wassily Leontief.
-
E.
Robert Solow
Robert Solow is an American economist and Nobel laureate best known for developing the Solow–Swan growth model, which fundamentally shaped modern theories of economic growth and productivity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b911188190bc3d96326c847969 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1850fe5348190b42259595d82cff4 |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:53 p.m.