Triple
T5281839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Bernanke |
E119514
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Anna Friedmann Bernanke
Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
|
E514777
|
NE FINISHED |
How this triple was built (4 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: Anna Friedmann Bernanke | Statement: [Ben Bernanke, spouse, Anna Friedmann Bernanke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anna Friedmann Bernanke Context triple: [Ben Bernanke, spouse, Anna Friedmann Bernanke]
-
A.
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.
-
B.
Janet Yellen
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.
-
C.
Alan Greenspan
Alan Greenspan is an American economist who served as Chairman of the U.S. Federal Reserve from 1987 to 2006, becoming one of the most influential central bankers in modern history.
-
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.
James Volcker
James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Anna Friedmann Bernanke Triple: [Ben Bernanke, spouse, Anna Friedmann Bernanke]
Generated description
Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anna Friedmann Bernanke Target entity description: Anna Friedmann Bernanke is an American educator and the wife of former Federal Reserve Chairman Ben Bernanke.
-
A.
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.
-
B.
Janet Yellen
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.
-
C.
Alan Greenspan
Alan Greenspan is an American economist who served as Chairman of the U.S. Federal Reserve from 1987 to 2006, becoming one of the most influential central bankers in modern history.
-
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.
James Volcker
James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
- F. None of above. chosen
Provenance (5 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_69bd446d05a8819092ad333a3f9c8d5c |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84c69780819097a1ea9385e11077 |
completed | March 20, 2026, 5:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf290430a08190bf4f00a558d5a1fa |
completed | March 21, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69bf29886f00819096639d721a4a5d80 |
completed | March 21, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf29e25d80819094f03f02234c357b |
completed | March 21, 2026, 11:29 p.m. |
Created at: March 20, 2026, 1:52 p.m.