Triple
T5430402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump administration |
E121470
|
entity |
| Predicate | cabinetMember |
P7820
|
FINISHED |
| Object |
Chad Wolf
Chad Wolf is an American government official who served as acting Secretary of Homeland Security under President Donald Trump.
|
E523978
|
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: Chad Wolf | Statement: [Trump administration, cabinetMember, Chad Wolf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Wolf Context triple: [Trump administration, cabinetMember, Chad Wolf]
-
A.
Ryan Zinke
Ryan Zinke is an American politician and former U.S. Navy SEAL who served as the United States Secretary of the Interior under President Donald Trump.
-
B.
Mick Mulvaney
Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
-
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.
Reince Priebus
Reince Priebus is an American attorney and political operative who served as the first White House Chief of Staff in the Trump administration and previously chaired the Republican National Committee.
-
E.
Mike Pence
Mike Pence is an American politician who served as the 48th vice president of the United States and former governor of Indiana.
- 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: Chad Wolf Triple: [Trump administration, cabinetMember, Chad Wolf]
Generated description
Chad Wolf is an American government official who served as acting Secretary of Homeland Security under President Donald Trump.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chad Wolf Target entity description: Chad Wolf is an American government official who served as acting Secretary of Homeland Security under President Donald Trump.
-
A.
Ryan Zinke
Ryan Zinke is an American politician and former U.S. Navy SEAL who served as the United States Secretary of the Interior under President Donald Trump.
-
B.
Mick Mulvaney
Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
-
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.
Reince Priebus
Reince Priebus is an American attorney and political operative who served as the first White House Chief of Staff in the Trump administration and previously chaired the Republican National Committee.
-
E.
Mike Pence
Mike Pence is an American politician who served as the 48th vice president of the United States and former governor of Indiana.
- 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_69bf6c5c053c8190a53df1b6b5088aab |
completed | March 22, 2026, 4:13 a.m. |
| NEDg | Description generation | batch_69bf6e7218c8819097879d37b60dc9db |
completed | March 22, 2026, 4:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf6eca3e80819084e6291c1062b310 |
completed | March 22, 2026, 4:23 a.m. |
Created at: March 20, 2026, 2:06 p.m.