Triple

T12681729
Position Surface form Disambiguated ID Type / Status
Subject Nassim Nicholas Taleb E302962 entity
Predicate notableWork P4 FINISHED
Object Antifragile
Antifragile is a book by Nassim Nicholas Taleb that explores systems and ideas that benefit and grow stronger from volatility, disorder, and stress.
E997192 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: Antifragile | Statement: [Nassim Nicholas Taleb, notableWork, Antifragile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Antifragile
Context triple: [Nassim Nicholas Taleb, notableWork, Antifragile]
  • A. Poor Charlie’s Almanack
    Poor Charlie’s Almanack is a widely acclaimed collection of Charlie Munger’s speeches, essays, and wisdom on investing, decision-making, and multidisciplinary thinking.
  • 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. 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.
  • D. The Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • E. The Beginning of Infinity
    The Beginning of Infinity is a philosophical and scientific book by physicist David Deutsch that explores the nature of knowledge, progress, and the potential for unbounded human improvement through better explanations.
  • 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: Antifragile
Triple: [Nassim Nicholas Taleb, notableWork, Antifragile]
Generated description
Antifragile is a book by Nassim Nicholas Taleb that explores systems and ideas that benefit and grow stronger from volatility, disorder, and stress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Antifragile
Target entity description: Antifragile is a book by Nassim Nicholas Taleb that explores systems and ideas that benefit and grow stronger from volatility, disorder, and stress.
  • A. Poor Charlie’s Almanack
    Poor Charlie’s Almanack is a widely acclaimed collection of Charlie Munger’s speeches, essays, and wisdom on investing, decision-making, and multidisciplinary thinking.
  • 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. 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.
  • D. The Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • E. The Beginning of Infinity
    The Beginning of Infinity is a philosophical and scientific book by physicist David Deutsch that explores the nature of knowledge, progress, and the potential for unbounded human improvement through better explanations.
  • 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.