Triple
T6767594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Disloyal: A Memoir |
E154761
|
entity |
| Predicate | describesRelationshipBetween |
P34778
|
FINISHED |
| Object | Michael Cohen and Donald Trump |
E28743
|
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: Michael Cohen and Donald Trump | Statement: [Disloyal: A Memoir, describesRelationshipBetween, Michael Cohen and Donald Trump]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Cohen and Donald Trump Context triple: [Disloyal: A Memoir, describesRelationshipBetween, Michael Cohen and Donald Trump]
-
A.
Michael Cohen
chosen
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.
-
B.
Michael D. Cohen
Michael D. Cohen was an American organizational theorist and professor known for his influential work on organizational decision-making and the "garbage can model" of organizational choice.
-
C.
Roger Stone
Roger Stone is an American political consultant, lobbyist, and strategist known for his long association with Republican campaigns and his role as a confidant of Donald Trump.
-
D.
Robert Trump
Robert Trump was an American businessman and real estate executive best known as the younger brother of former U.S. President Donald Trump.
-
E.
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.
- 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_69c688109c1c8190added9a221292af0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d231b79c81908a4f7fa8f253706d |
completed | March 27, 2026, 6:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723c67dc08190b21138488c80733a |
completed | March 28, 2026, 12:41 a.m. |
Created at: March 27, 2026, 2:12 p.m.