Triple
T23036153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergson–Samuelson social welfare function |
E573599
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Abram Bergson |
—
|
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: Abram Bergson | Statement: [Bergson–Samuelson social welfare function, introducedBy, Abram Bergson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abram Bergson Context triple: [Bergson–Samuelson social welfare function, introducedBy, Abram Bergson]
-
A.
Abram Bergson
chosen
Abram Bergson was an influential American economist best known for formalizing the concept of the social welfare function and shaping modern welfare economics.
-
B.
Ernst Boas
Ernst Boas was a German-born American physician and physiologist known for his work in cardiology and medical education, and as the son of anthropologist Franz Boas.
-
C.
Emil Bergson
Emil Bergson is a central figure in Willa Cather’s novel "O Pioneers!", representing youthful passion and the struggles of second-generation immigrant life on the American frontier.
-
D.
Theodor Loeb
Theodor Loeb is a person notable enough to be recognized as a significant bearer of the surname Loeb, though specific widely known biographical details about him are not readily established.
-
E.
Frank Chodorov
Frank Chodorov was an American libertarian writer and editor known for his staunch advocacy of individualism, non-interventionism, and free-market economics, and for his influence on later Austrian and libertarian thinkers.
- 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.