Triple
T146857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Trump Organization |
E3348
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Michael Cohen
Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
|
E28743
|
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: Michael Cohen | Statement: [The Trump Organization, hasKeyPerson, Michael Cohen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Cohen Context triple: [The Trump Organization, hasKeyPerson, Michael Cohen]
-
A.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
-
B.
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.
-
C.
John Dean
John Dean is a former White House Counsel best known for his central role in the Watergate scandal and his testimony against President Richard Nixon.
-
D.
Ron Klain
Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
-
E.
Barron Trump
Barron Trump is the youngest son of former U.S. President Donald Trump and former First Lady Melania Trump, known for largely staying out of the public spotlight during and after his father's presidency.
- 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: Michael Cohen Triple: [The Trump Organization, hasKeyPerson, Michael Cohen]
Generated description
Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Cohen Target entity description: Michael Cohen is an American attorney and former personal lawyer and fixer for Donald Trump who later became a key witness in investigations into Trump's business and political activities.
-
A.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
-
B.
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.
-
C.
John Dean
John Dean is a former White House Counsel best known for his central role in the Watergate scandal and his testimony against President Richard Nixon.
-
D.
Ron Klain
Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
-
E.
Barron Trump
Barron Trump is the youngest son of former U.S. President Donald Trump and former First Lady Melania Trump, known for largely staying out of the public spotlight during and after his father's presidency.
- 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_69a252868de4819080e21c9938bfe8b6 |
completed | Feb. 28, 2026, 2:27 a.m. |
| NER | Named-entity recognition | batch_69a257eba6188190a3cf99c91bf3038f |
completed | Feb. 28, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a352734730819091211462a23204ea |
completed | Feb. 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69a355f97db8819080665fa585955380 |
completed | Feb. 28, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3567126dc81909853cb7dab5609c1 |
completed | Feb. 28, 2026, 8:56 p.m. |
Created at: Feb. 28, 2026, 2:31 a.m.