Triple
T13547271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George A. Akerlof |
E323544
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Janet Yellen |
E79656
|
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: Janet Yellen | Statement: [George A. Akerlof, spouse, Janet Yellen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Janet Yellen Context triple: [George A. Akerlof, spouse, Janet Yellen]
-
A.
Janet Yellen
chosen
Janet Yellen is an American economist who has served as both Chair of the Federal Reserve and U.S. Secretary of the Treasury, making her one of the most influential figures in global economic policy.
-
B.
Anna Friedmann Bernanke
Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
-
C.
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.
-
D.
Ben Bernanke
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.
-
E.
Janice Volcker
Janice Volcker is a member of the Volcker family, known primarily as the daughter of influential American economist and former Federal Reserve Chairman Paul A. Volcker.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdb466881908fb46642dc66849d |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:45 p.m.