Triple

T14307863
Position Surface form Disambiguated ID Type / Status
Subject Mary Trump E354743 entity
Predicate notableWork P4 FINISHED
Object Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man
"Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man" is a bestselling exposé and psychological portrait of Donald Trump and the Trump family, written by his niece Mary L. Trump.
E1091004 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: Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man | Statement: [Mary Trump, notableWork, Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man
Context triple: [Mary Trump, notableWork, Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man]
  • A. The Most Dangerous Man in America
    "The Most Dangerous Man in America" is a film project produced by Neal Dodson, known within his body of work as one of his notable productions.
  • B. Confessions of a Dangerous Mind
    Confessions of a Dangerous Mind is a 2002 biographical spy comedy film directed by George Clooney, based on game show host Chuck Barris’s allegedly true memoir about his double life as a CIA assassin.
  • C. The Baader Meinhof Complex
    The Baader Meinhof Complex is a 2008 German historical drama film that chronicles the rise and violent activities of the left-wing militant group Red Army Faction in 1970s West Germany.
  • D. Honorable Men: My Life in the CIA
    "Honorable Men: My Life in the CIA" is the memoir of former CIA Director William Colby, recounting his decades in U.S. intelligence and the moral and political controversies surrounding the agency’s activities during his tenure.
  • E. The Man Who Wouldn't Talk
    "The Man Who Wouldn't Talk" is a 1940s American crime drama film centered on a murder trial and a mysterious, tight-lipped defendant.
  • 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: Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man
Triple: [Mary Trump, notableWork, Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man]
Generated description
"Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man" is a bestselling exposé and psychological portrait of Donald Trump and the Trump family, written by his niece Mary L. Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man
Target entity description: "Too Much and Never Enough: How My Family Created the World’s Most Dangerous Man" is a bestselling exposé and psychological portrait of Donald Trump and the Trump family, written by his niece Mary L. Trump.
  • A. The Most Dangerous Man in America
    "The Most Dangerous Man in America" is a film project produced by Neal Dodson, known within his body of work as one of his notable productions.
  • B. Confessions of a Dangerous Mind
    Confessions of a Dangerous Mind is a 2002 biographical spy comedy film directed by George Clooney, based on game show host Chuck Barris’s allegedly true memoir about his double life as a CIA assassin.
  • C. The Baader Meinhof Complex
    The Baader Meinhof Complex is a 2008 German historical drama film that chronicles the rise and violent activities of the left-wing militant group Red Army Faction in 1970s West Germany.
  • D. Honorable Men: My Life in the CIA
    "Honorable Men: My Life in the CIA" is the memoir of former CIA Director William Colby, recounting his decades in U.S. intelligence and the moral and political controversies surrounding the agency’s activities during his tenure.
  • E. The Man Who Wouldn't Talk
    "The Man Who Wouldn't Talk" is a 1940s American crime drama film centered on a murder trial and a mysterious, tight-lipped defendant.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85b156b0819083f2bd319deed1b6 completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2c32648190bc8bb26d57df57f5 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3e3d3e2c81909945253c26e19cee completed May 8, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd3ebe4f008190aec72ed7e23c4cd4 completed May 8, 2026, 1:39 a.m.
Created at: April 10, 2026, 1:12 a.m.