Triple
T5430378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump administration |
E121470
|
entity |
| Predicate | keyAdvisor |
P488
|
FINISHED |
| Object |
Stephen Miller
Stephen Miller is an American political advisor best known as a senior policy aide and influential architect of hardline immigration policies in the Trump administration.
|
E519601
|
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: Stephen Miller | Statement: [Trump administration, keyAdvisor, Stephen Miller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Miller Context triple: [Trump administration, keyAdvisor, Stephen Miller]
-
A.
Stephen Miller
Stephen Miller was an American politician and military officer who served as the fourth governor of Minnesota and played a key role in the U.S. response to the Dakota War of 1862.
-
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.
Mark Meadows
Mark Meadows is an American politician and former U.S. Representative who served as a close ally of Donald Trump and played a key role in his administration and post-election efforts.
-
D.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
E.
Rod Rosenstein
Rod Rosenstein is an American lawyer and former U.S. Deputy Attorney General known for overseeing the early stages of the investigation into Russian interference in the 2016 U.S. presidential election.
- 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: Stephen Miller Triple: [Trump administration, keyAdvisor, Stephen Miller]
Generated description
Stephen Miller is an American political advisor best known as a senior policy aide and influential architect of hardline immigration policies in the Trump administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Miller Target entity description: Stephen Miller is an American political advisor best known as a senior policy aide and influential architect of hardline immigration policies in the Trump administration.
-
A.
Stephen Miller
Stephen Miller was an American politician and military officer who served as the fourth governor of Minnesota and played a key role in the U.S. response to the Dakota War of 1862.
-
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.
Mark Meadows
Mark Meadows is an American politician and former U.S. Representative who served as a close ally of Donald Trump and played a key role in his administration and post-election efforts.
-
D.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
E.
Rod Rosenstein
Rod Rosenstein is an American lawyer and former U.S. Deputy Attorney General known for overseeing the early stages of the investigation into Russian interference in the 2016 U.S. presidential election.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd883e5e10819091e159dfd245e94d |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ac6285081909afa6e91a023f6d5 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3c43ffe88190b8d2a10ea8a9a455 |
completed | March 22, 2026, 12:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3ce7d6388190a9cd22f76f4420e0 |
completed | March 22, 2026, 12:50 a.m. |
Created at: March 20, 2026, 2:06 p.m.