Triple
T7343803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump presidential transition |
E169323
|
entity |
| Predicate | announcedCabinetNominee |
P76695
|
FINISHED |
| Object | Steven Mnuchin |
E230535
|
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: Steven Mnuchin | Statement: [Trump presidential transition, announcedCabinetNominee, Steven Mnuchin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Mnuchin Context triple: [Trump presidential transition, announcedCabinetNominee, Steven Mnuchin]
-
A.
Steven Mnuchin as United States Secretary of the Treasury
chosen
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.
-
B.
Peter Navarro
Peter Navarro is an American economist and former White House trade adviser known for his hardline views on China and key role in shaping the Trump administration’s trade and economic policies.
-
C.
Gary Cohn
Gary Cohn is an American investment banker and former president of Goldman Sachs who served as Director of the National Economic Council under President Donald Trump.
-
D.
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.
-
E.
Michael Froman
Michael Froman is an American lawyer and trade official who served as the U.S. Trade Representative under President Barack Obama.
- 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_69c68a57710481909f0c1f3c6ebdb6f2 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f4eb5c808190ba08956bcf297ea8 |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa8a2a908190886e11a7d8df6c5e |
completed | March 28, 2026, 3:58 p.m. |
Created at: March 27, 2026, 3:04 p.m.