Triple
T1335731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Cohen |
E28743
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Disloyal: A Memoir
Disloyal: A Memoir is Michael Cohen’s tell-all autobiographical book detailing his years as Donald Trump’s personal lawyer and fixer and his subsequent break with the former president.
|
E154761
|
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: Disloyal: A Memoir | Statement: [Michael Cohen, notableWork, Disloyal: A Memoir]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Disloyal: A Memoir Context triple: [Michael Cohen, notableWork, Disloyal: A Memoir]
-
A.
Loyalties: A Son's Memoir
Loyalties: A Son's Memoir is a autobiographical book by journalist Carl Bernstein in which he explores his family history, his parents’ political activism, and his own coming-of-age.
-
B.
Relentless: A Memoir
Relentless: A Memoir is the autobiographical book by NFL wide receiver Julian Edelman, chronicling his underdog journey, career challenges, and Super Bowl successes with the New England Patriots.
-
C.
To Hell and Back (autobiography)
To Hell and Back is the autobiographical account of Audie Murphy’s experiences as one of the most decorated American soldiers of World War II.
-
D.
Memoirs of a Revolutionist
Memoirs of a Revolutionist is an autobiographical work by Russian anarchist Peter Kropotkin, recounting his life, political development, and revolutionary activities in 19th-century Russia and Europe.
-
E.
A Journey (memoir)
A Journey is the political memoir of former UK Prime Minister Tony Blair, recounting his leadership of the Labour Party and his years in government.
- 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: Disloyal: A Memoir Triple: [Michael Cohen, notableWork, Disloyal: A Memoir]
Generated description
Disloyal: A Memoir is Michael Cohen’s tell-all autobiographical book detailing his years as Donald Trump’s personal lawyer and fixer and his subsequent break with the former president.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Disloyal: A Memoir Target entity description: Disloyal: A Memoir is Michael Cohen’s tell-all autobiographical book detailing his years as Donald Trump’s personal lawyer and fixer and his subsequent break with the former president.
-
A.
Loyalties: A Son's Memoir
Loyalties: A Son's Memoir is a autobiographical book by journalist Carl Bernstein in which he explores his family history, his parents’ political activism, and his own coming-of-age.
-
B.
Relentless: A Memoir
Relentless: A Memoir is the autobiographical book by NFL wide receiver Julian Edelman, chronicling his underdog journey, career challenges, and Super Bowl successes with the New England Patriots.
-
C.
To Hell and Back (autobiography)
To Hell and Back is the autobiographical account of Audie Murphy’s experiences as one of the most decorated American soldiers of World War II.
-
D.
Memoirs of a Revolutionist
Memoirs of a Revolutionist is an autobiographical work by Russian anarchist Peter Kropotkin, recounting his life, political development, and revolutionary activities in 19th-century Russia and Europe.
-
E.
A Journey (memoir)
A Journey is the political memoir of former UK Prime Minister Tony Blair, recounting his leadership of the Labour Party and his years in government.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1ecb5208190a9eadda113c91e66 |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc62b9bd081909dbe22cbea03f21f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6c204a88190a3171898e6e1bb91 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc7d8df108190bf92ca5e33987d04 |
completed | March 8, 2026, 12:50 a.m. |
Created at: March 1, 2026, 7:55 p.m.