Triple
T19315549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | life-cycle income hypothesis |
E483087
|
entity |
| Predicate | proposedBy |
P32
|
FINISHED |
| Object | Richard Brumberg |
—
|
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: Richard Brumberg | Statement: [life-cycle income hypothesis, proposedBy, Richard Brumberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Brumberg Context triple: [life-cycle income hypothesis, proposedBy, Richard Brumberg]
-
A.
Richard Brumberg
chosen
Richard Brumberg was an economist best known for co-developing the Modigliani–Brumberg life-cycle hypothesis of consumption and saving.
-
B.
Morton Schmidt
Morton Schmidt is a socially awkward but well-meaning rookie cop, portrayed by Jonah Hill, who goes undercover as a high school student in the action-comedy film "21 Jump Street."
-
C.
Norman Fruchter
Norman Fruchter was an American writer, filmmaker, and education reform advocate known for his work on urban schooling and community-based education.
-
D.
Tom Gehrels
Tom Gehrels was a Dutch–American astronomer known for his pioneering work in planetary science, photometry, and asteroid and comet surveys.
-
E.
George M. Trautman
George M. Trautman was a prominent baseball executive best known for his long tenure as president of the National Association of Professional Baseball Leagues, the governing body of minor league baseball.
- 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_69d8e8d04d5c8190baa816986f2b1d1e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d833034819092a8414d5e0fc26e |
completed | April 20, 2026, 11:26 a.m. |
Created at: April 10, 2026, 1:32 p.m.