Triple

T12681732
Position Surface form Disambiguated ID Type / Status
Subject Nassim Nicholas Taleb E302962 entity
Predicate series P1761 FINISHED
Object Incerto
Incerto is Nassim Nicholas Taleb’s multi-book philosophical and technical exploration of probability, uncertainty, risk, and decision-making in complex systems.
E997194 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: Incerto | Statement: [Nassim Nicholas Taleb, series, Incerto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Incerto
Context triple: [Nassim Nicholas Taleb, series, Incerto]
  • A. The Confusion
    The Confusion is a historical science fiction novel by Neal Stephenson, forming the second volume of his Baroque Cycle and blending adventure, science, and political intrigue in the late 17th and early 18th centuries.
  • B. Doub
    Doub is a character in August Wilson’s play "Jitney," one of the drivers at the unlicensed cab station whose personal struggles and interactions help illuminate the play’s themes of community, change, and survival in 1970s Pittsburgh.
  • C. Duda
    Duda is a Polish surname most prominently associated with Andrzej Duda, the President of Poland.
  • D. Indecision
    "Indecision" is a musical track from the collaborative folk and classical album *Appalachian Journey* by Yo-Yo Ma, Edgar Meyer, and Mark O’Connor.
  • E. Without a Doubt
    "Without a Doubt" is a section or chapter within Chinua Achebe's novel "Things Fall Apart," contributing to the book’s exploration of Igbo culture and the impact of colonialism.
  • 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: Incerto
Triple: [Nassim Nicholas Taleb, series, Incerto]
Generated description
Incerto is Nassim Nicholas Taleb’s multi-book philosophical and technical exploration of probability, uncertainty, risk, and decision-making in complex systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Incerto
Target entity description: Incerto is Nassim Nicholas Taleb’s multi-book philosophical and technical exploration of probability, uncertainty, risk, and decision-making in complex systems.
  • A. The Confusion
    The Confusion is a historical science fiction novel by Neal Stephenson, forming the second volume of his Baroque Cycle and blending adventure, science, and political intrigue in the late 17th and early 18th centuries.
  • B. Doub
    Doub is a character in August Wilson’s play "Jitney," one of the drivers at the unlicensed cab station whose personal struggles and interactions help illuminate the play’s themes of community, change, and survival in 1970s Pittsburgh.
  • C. Duda
    Duda is a Polish surname most prominently associated with Andrzej Duda, the President of Poland.
  • D. Indecision
    "Indecision" is a musical track from the collaborative folk and classical album *Appalachian Journey* by Yo-Yo Ma, Edgar Meyer, and Mark O’Connor.
  • E. Without a Doubt
    "Without a Doubt" is a section or chapter within Chinua Achebe's novel "Things Fall Apart," contributing to the book’s exploration of Igbo culture and the impact of colonialism.
  • 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.