Triple

T12681730
Position Surface form Disambiguated ID Type / Status
Subject Nassim Nicholas Taleb E302962 entity
Predicate notableWork P4 FINISHED
Object Skin in the Game
"Skin in the Game" is a book by Nassim Nicholas Taleb that explores how having personal risk and exposure to consequences is essential for fairness, accountability, and sound decision-making in complex systems.
E997193 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: Skin in the Game | Statement: [Nassim Nicholas Taleb, notableWork, Skin in the Game]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skin in the Game
Context triple: [Nassim Nicholas Taleb, notableWork, Skin in the Game]
  • A. Playing to Win: How Strategy Really Works
    "Playing to Win: How Strategy Really Works" is a business strategy book that outlines a practical, choice-based framework for creating competitive advantage and driving organizational success.
  • B. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • C. The Big Bluff
    The Big Bluff is a 1955 American film noir crime drama in which Charles Chaplin Jr. appears, centered on a scheming fortune hunter who plots to murder his wealthy, terminally ill wife.
  • D. 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.
  • E. Misbehaving: The Making of Behavioral Economics
    Misbehaving: The Making of Behavioral Economics is a popular science book by economist Richard H. Thaler that chronicles the development of behavioral economics through personal anecdotes, experiments, and challenges to traditional economic theory.
  • 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: Skin in the Game
Triple: [Nassim Nicholas Taleb, notableWork, Skin in the Game]
Generated description
"Skin in the Game" is a book by Nassim Nicholas Taleb that explores how having personal risk and exposure to consequences is essential for fairness, accountability, and sound decision-making in complex systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skin in the Game
Target entity description: "Skin in the Game" is a book by Nassim Nicholas Taleb that explores how having personal risk and exposure to consequences is essential for fairness, accountability, and sound decision-making in complex systems.
  • A. Playing to Win: How Strategy Really Works
    "Playing to Win: How Strategy Really Works" is a business strategy book that outlines a practical, choice-based framework for creating competitive advantage and driving organizational success.
  • B. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • C. The Big Bluff
    The Big Bluff is a 1955 American film noir crime drama in which Charles Chaplin Jr. appears, centered on a scheming fortune hunter who plots to murder his wealthy, terminally ill wife.
  • D. 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.
  • E. Misbehaving: The Making of Behavioral Economics
    Misbehaving: The Making of Behavioral Economics is a popular science book by economist Richard H. Thaler that chronicles the development of behavioral economics through personal anecdotes, experiments, and challenges to traditional economic theory.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961b32dbc81908101fc5f07e26ed3 completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a54b008190b02f9585d6c6ff77 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 9, 2026, 5:21 p.m.