Triple

T805953
Position Surface form Disambiguated ID Type / Status
Subject Tony Schwartz E17433 entity
Predicate ghostwriterOf P2831 FINISHED
Object The Art of the Deal E3347 NE FINISHED

How this triple was built (3 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 Art of the Deal | Statement: [Tony Schwartz, ghostwriterOf, The Art of the Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Art of the Deal
Context triple: [Tony Schwartz, ghostwriterOf, The Art of the Deal]
  • A. The Art of the Deal chosen
    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.
  • B. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • C. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • D. Enron: The Smartest Guys in the Room
    Enron: The Smartest Guys in the Room is a 2005 documentary film that investigates the rise and catastrophic collapse of the Enron Corporation and the corporate fraud behind it.
  • E. King of Media
    King of Media was the royal title held by Cyrus the Great after he conquered the Median Empire, marking his rise as a major imperial ruler in the ancient Near East.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: ghostwriterOf
Context triple: [Tony Schwartz, ghostwriterOf, The Art of the Deal]
  • A. wrote chosen
    Indicates that an entity is the author or creator of a written work involving another entity.
  • B. writingTool
    Indicates that one entity serves as a tool or instrument used by another entity for the act of writing.
  • C. writtenIn
    Indicates that a work (such as a text, program, or document) is expressed or encoded using a particular language or notation.
  • D. wroteIn
    Indicates that an entity authored or composed something using a particular language, medium, or writing system.
  • E. writtenByFutureOffice
    Indicates that a document, plan, or communication has been authored by a future office or administrative body that is not yet in place at the time of reference.
  • F. None of above.

Provenance (4 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_69a4ace495348190aec66f35ea90bc89 completed March 1, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7928af9d0819095b28e738a0f60dd completed March 4, 2026, 2:01 a.m.
PD Predicate disambiguation batch_69a4aa70973c8190adbf08302d1103a9 completed March 1, 2026, 9:06 p.m.
Created at: March 1, 2026, 7:38 p.m.