Triple
T2058140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jack Lew |
E45723
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object |
Steven Mnuchin as United States Secretary of the Treasury
Steven Mnuchin as United States Secretary of the Treasury refers to his role as the 77th U.S. Treasury Secretary in the Trump administration, where he oversaw economic policy, tax reform, and financial regulation from 2017 to 2021.
|
E230535
|
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: Steven Mnuchin as United States Secretary of the Treasury | Statement: [Jack Lew, succeededBy, Steven Mnuchin as United States Secretary of the Treasury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Mnuchin as United States Secretary of the Treasury Context triple: [Jack Lew, succeededBy, Steven Mnuchin as United States Secretary of the Treasury]
-
A.
Timothy Geithner as United States Secretary of the Treasury
Timothy Geithner served as U.S. Treasury Secretary under President Barack Obama, where he played a central role in managing the federal response to the 2008 financial crisis and subsequent economic recovery efforts.
-
B.
Barack Obama as United States Secretary of the Treasury
Barack Obama, serving as President of the United States, was the head of the executive branch who oversaw federal economic and financial policy and appointed the United States Secretary of the Treasury.
-
C.
Jack Lew
Jack Lew is an American public official and attorney who served as the 76th United States Secretary of the Treasury under President Barack Obama.
-
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.
Randal K. Quarles
Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
- 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: Steven Mnuchin as United States Secretary of the Treasury Triple: [Jack Lew, succeededBy, Steven Mnuchin as United States Secretary of the Treasury]
Generated description
Steven Mnuchin as United States Secretary of the Treasury refers to his role as the 77th U.S. Treasury Secretary in the Trump administration, where he oversaw economic policy, tax reform, and financial regulation from 2017 to 2021.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steven Mnuchin as United States Secretary of the Treasury Target entity description: Steven Mnuchin as United States Secretary of the Treasury refers to his role as the 77th U.S. Treasury Secretary in the Trump administration, where he oversaw economic policy, tax reform, and financial regulation from 2017 to 2021.
-
A.
Timothy Geithner as United States Secretary of the Treasury
Timothy Geithner served as U.S. Treasury Secretary under President Barack Obama, where he played a central role in managing the federal response to the 2008 financial crisis and subsequent economic recovery efforts.
-
B.
Barack Obama as United States Secretary of the Treasury
Barack Obama, serving as President of the United States, was the head of the executive branch who oversaw federal economic and financial policy and appointed the United States Secretary of the Treasury.
-
C.
Jack Lew
Jack Lew is an American public official and attorney who served as the 76th United States Secretary of the Treasury under President Barack Obama.
-
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.
Randal K. Quarles
Randal K. Quarles is an American lawyer and financial policymaker who served as a member of the Federal Reserve Board of Governors and played a key role in U.S. banking regulation and financial stability oversight.
- 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9ae0130819089f7d62005466a45 |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae271cb26c81908664f4c26f4fb5ea |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae28155ec8819097741dcfd3d81110 |
completed | March 9, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2889503c8190bc72e786c656edf3 |
completed | March 9, 2026, 1:55 a.m. |
Created at: March 4, 2026, 7:40 p.m.