Triple
T1335732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Cohen |
E28743
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics
"Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics" is a political memoir and exposé by Michael Cohen alleging that Donald Trump abused federal law enforcement to target his opponents.
|
E154762
|
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: Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics | Statement: [Michael Cohen, notableWork, Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics Context triple: [Michael Cohen, notableWork, Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics]
-
A.
The Nixon Defense
The Nixon Defense is a historical and legal analysis book by former White House Counsel John Dean that reconstructs Richard Nixon’s Watergate strategy using newly released tapes and documents.
-
B.
Raising Trump
Raising Trump is a memoir by Ivana Trump in which she recounts her life, marriage to Donald Trump, and experiences raising their three children.
-
C.
Triggered: How the Left Thrives on Hate and Wants to Silence Us
"Triggered: How the Left Thrives on Hate and Wants to Silence Us" is a political memoir and polemic by Donald Trump Jr. that defends his father’s presidency while criticizing liberal politics and media.
-
D.
Fear: Trump in the White House
"Fear: Trump in the White House" is a bestselling investigative nonfiction book by journalist Bob Woodward that chronicles the inner workings and turmoil of Donald Trump’s presidency.
-
E.
Mueller
Mueller is a German-derived surname, often an alternative spelling of "Müller" or "Miller," commonly found in German-speaking and American contexts.
- 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: Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics Triple: [Michael Cohen, notableWork, Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics]
Generated description
"Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics" is a political memoir and exposé by Michael Cohen alleging that Donald Trump abused federal law enforcement to target his opponents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics Target entity description: "Revenge: How Donald Trump Weaponized the US Department of Justice Against His Critics" is a political memoir and exposé by Michael Cohen alleging that Donald Trump abused federal law enforcement to target his opponents.
-
A.
The Nixon Defense
The Nixon Defense is a historical and legal analysis book by former White House Counsel John Dean that reconstructs Richard Nixon’s Watergate strategy using newly released tapes and documents.
-
B.
Raising Trump
Raising Trump is a memoir by Ivana Trump in which she recounts her life, marriage to Donald Trump, and experiences raising their three children.
-
C.
Triggered: How the Left Thrives on Hate and Wants to Silence Us
"Triggered: How the Left Thrives on Hate and Wants to Silence Us" is a political memoir and polemic by Donald Trump Jr. that defends his father’s presidency while criticizing liberal politics and media.
-
D.
Fear: Trump in the White House
"Fear: Trump in the White House" is a bestselling investigative nonfiction book by journalist Bob Woodward that chronicles the inner workings and turmoil of Donald Trump’s presidency.
-
E.
Mueller
Mueller is a German-derived surname, often an alternative spelling of "Müller" or "Miller," commonly found in German-speaking and American contexts.
- 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.