Triple
T5430390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump administration |
E121470
|
entity |
| Predicate | cabinetMember |
P7820
|
FINISHED |
| Object |
Mark Esper
Mark Esper is an American defense official and former U.S. Secretary of Defense who served under President Donald Trump.
|
E521807
|
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: Mark Esper | Statement: [Trump administration, cabinetMember, Mark Esper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Esper Context triple: [Trump administration, cabinetMember, Mark Esper]
-
A.
Mike Pompeo
Mike Pompeo is an American politician and former Director of the CIA who served as U.S. Secretary of State under President Donald Trump.
-
B.
Antony Blinken
Antony Blinken is an American diplomat and foreign policy official who has served in multiple senior U.S. national security roles, including as Secretary of State under President Joe Biden.
-
C.
Brian Deese
Brian Deese is an American economic policy advisor who served as a key White House official under President Barack Obama, playing a central role in the administration’s response to the financial crisis and later directing the National Economic Council under President Joe Biden.
-
D.
Michael Froman
Michael Froman is an American lawyer and trade official who served as the U.S. Trade Representative under President Barack Obama.
-
E.
Ashton Carter
Ashton Carter was an American physicist and public servant who served as the 25th U.S. Secretary of Defense under President Barack Obama.
- 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: Mark Esper Triple: [Trump administration, cabinetMember, Mark Esper]
Generated description
Mark Esper is an American defense official and former U.S. Secretary of Defense who served under President Donald Trump.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Esper Target entity description: Mark Esper is an American defense official and former U.S. Secretary of Defense who served under President Donald Trump.
-
A.
Mike Pompeo
Mike Pompeo is an American politician and former Director of the CIA who served as U.S. Secretary of State under President Donald Trump.
-
B.
Antony Blinken
Antony Blinken is an American diplomat and foreign policy official who has served in multiple senior U.S. national security roles, including as Secretary of State under President Joe Biden.
-
C.
Brian Deese
Brian Deese is an American economic policy advisor who served as a key White House official under President Barack Obama, playing a central role in the administration’s response to the financial crisis and later directing the National Economic Council under President Joe Biden.
-
D.
Michael Froman
Michael Froman is an American lawyer and trade official who served as the U.S. Trade Representative under President Barack Obama.
-
E.
Ashton Carter
Ashton Carter was an American physicist and public servant who served as the 25th U.S. Secretary of Defense under President Barack Obama.
- 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_69bf4125e490819088f70090cf8d81fa |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf453d171081909a0d2b2ac7db13a4 |
completed | March 22, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf45c75e2c8190a1508e8e90253f88 |
completed | March 22, 2026, 1:28 a.m. |
Created at: March 20, 2026, 2:06 p.m.