Triple

T3449798
Position Surface form Disambiguated ID Type / Status
Subject Sanford I. Weill E72764 entity
Predicate notablePublication P4 FINISHED
Object The Real Deal: My Life in Business and Philanthropy
The Real Deal: My Life in Business and Philanthropy is the memoir of financier and former Citigroup CEO Sanford I. Weill, chronicling his rise on Wall Street and his extensive philanthropic endeavors.
 E358195 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: The Real Deal: My Life in Business and Philanthropy | Statement: [Sanford I. Weill, notablePublication, The Real Deal: My Life in Business and Philanthropy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Real Deal: My Life in Business and Philanthropy
Context triple: [Sanford I. Weill, notablePublication, The Real Deal: My Life in Business and Philanthropy]
  • A. The Giving Pledge
    The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
  • B. Beyond Business (memoir)
    Beyond Business is a memoir by Lord Browne of Madingley, the former CEO of BP, reflecting on his life, leadership, and experiences in the global energy industry.
  • C. The Real Deal
    The Real Deal is the nickname of Evander Holyfield, the former undisputed world boxing champion renowned for his achievements in the cruiserweight and heavyweight divisions.
  • D. The Art of the Deal
    The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
  • E. All In: An Autobiography
    All In: An Autobiography is the memoir of tennis legend and equality advocate Billie Jean King, chronicling her groundbreaking sports career and lifelong fight for social justice.
  • 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: The Real Deal: My Life in Business and Philanthropy
Triple: [Sanford I. Weill, notablePublication, The Real Deal: My Life in Business and Philanthropy]
Generated description
The Real Deal: My Life in Business and Philanthropy is the memoir of financier and former Citigroup CEO Sanford I. Weill, chronicling his rise on Wall Street and his extensive philanthropic endeavors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Real Deal: My Life in Business and Philanthropy
Target entity description: The Real Deal: My Life in Business and Philanthropy is the memoir of financier and former Citigroup CEO Sanford I. Weill, chronicling his rise on Wall Street and his extensive philanthropic endeavors.
  • A. The Giving Pledge
    The Giving Pledge is a philanthropic campaign that encourages the world’s wealthiest individuals and families to commit the majority of their wealth to charitable causes during their lifetimes or in their wills.
  • B. Beyond Business (memoir)
    Beyond Business is a memoir by Lord Browne of Madingley, the former CEO of BP, reflecting on his life, leadership, and experiences in the global energy industry.
  • C. The Real Deal
    The Real Deal is the nickname of Evander Holyfield, the former undisputed world boxing champion renowned for his achievements in the cruiserweight and heavyweight divisions.
  • D. The Art of the Deal
    The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
  • E. All In: An Autobiography
    All In: An Autobiography is the memoir of tennis legend and equality advocate Billie Jean King, chronicling her groundbreaking sports career and lifelong fight for social justice.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba7324508190b07943cec3ecdb59 completed March 8, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360eb7ad08190865e62228365d530 completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b3616dec3881908a54fa6500f7efb0 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36211b6b08190ac0cac646160495d completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:16 p.m.