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.