Triple

T805972
Position Surface form Disambiguated ID Type / Status
Subject Tony Schwartz E17433 entity
Predicate notableWork P4 FINISHED
Object Dealbreaker (New York Magazine article about Donald Trump)
"Dealbreaker" is a New York Magazine article by Tony Schwartz that critically profiles Donald Trump and reflects on Schwartz’s experience ghostwriting Trump’s book "The Art of the Deal."
E95755 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: Dealbreaker (New York Magazine article about Donald Trump) | Statement: [Tony Schwartz, notableWork, Dealbreaker (New York Magazine article about Donald Trump)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dealbreaker (New York Magazine article about Donald Trump)
Context triple: [Tony Schwartz, notableWork, Dealbreaker (New York Magazine article about Donald Trump)]
  • A. 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.
  • B. Trump University
    Trump University was a for-profit education company offering real estate and business seminars that became widely known for lawsuits alleging fraud and deceptive practices.
  • C. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • D. New York Post
    The New York Post is a long-running New York City–based daily tabloid newspaper known for its sensational headlines, conservative editorial stance, and focus on celebrity, crime, and political news.
  • 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: Dealbreaker (New York Magazine article about Donald Trump)
Triple: [Tony Schwartz, notableWork, Dealbreaker (New York Magazine article about Donald Trump)]
Generated description
"Dealbreaker" is a New York Magazine article by Tony Schwartz that critically profiles Donald Trump and reflects on Schwartz’s experience ghostwriting Trump’s book "The Art of the Deal."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dealbreaker (New York Magazine article about Donald Trump)
Target entity description: "Dealbreaker" is a New York Magazine article by Tony Schwartz that critically profiles Donald Trump and reflects on Schwartz’s experience ghostwriting Trump’s book "The Art of the Deal."
  • A. 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.
  • B. Trump University
    Trump University was a for-profit education company offering real estate and business seminars that became widely known for lawsuits alleging fraud and deceptive practices.
  • C. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • D. New York Post
    The New York Post is a long-running New York City–based daily tabloid newspaper known for its sensational headlines, conservative editorial stance, and focus on celebrity, crime, and political news.
  • 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aac1142881908f6f78bfdb887930 completed March 1, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68927ba948190999fd1459dd62cca completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a6dcb16cf4819084f28de3328a0073 completed March 3, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69a75e9333e48190914827eb0267abd0 completed March 3, 2026, 10:20 p.m.
Created at: March 1, 2026, 7:38 p.m.