Triple
T22636561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princeton alumni |
E558695
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object | Ben Bernanke |
—
|
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: Ben Bernanke | Statement: [Princeton alumni, hasNotableMember, Ben Bernanke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Bernanke Context triple: [Princeton alumni, hasNotableMember, Ben Bernanke]
-
A.
Ben Bernanke
chosen
Ben Bernanke is an American economist and academic who led the U.S. Federal Reserve through the 2008 global financial crisis and played a key role in shaping modern monetary policy.
-
B.
Anna Friedmann Bernanke
Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
-
C.
Linda Yellen
Linda Yellen is an American film and television producer-director known for her work on character-driven dramas and historical romances.
-
D.
Jerome H. Powell
Jerome H. Powell is an American lawyer and economist who serves as the Chair of the U.S. Federal Reserve, overseeing the nation’s central banking system and monetary policy.
-
E.
Timothy Franz Geithner
Timothy Franz Geithner is an American economist and public official who served as the 75th United States Secretary of the Treasury under President Barack Obama, playing a central role in managing the 2008–2009 financial crisis.
- 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1700e11688190b33e280a653db141 |
completed | April 29, 2026, 2:42 a.m. |
Created at: April 17, 2026, 3:03 p.m.