Triple

T455168
Position Surface form Disambiguated ID Type / Status
Subject A Treatise on Probability E7216 entity
Predicate hasPart P35 FINISHED
Object Book I: Fundamental Ideas
Book I: Fundamental Ideas is the opening section of John Maynard Keynes’s *A Treatise on Probability*, where he lays out the foundational concepts and philosophical underpinnings of his theory of probability.
 E57019 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: Book I: Fundamental Ideas | Statement: [A Treatise on Probability, hasPart, Book I: Fundamental Ideas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Book I: Fundamental Ideas
Context triple: [A Treatise on Probability, hasPart, Book I: Fundamental Ideas]
  • A. Book I
    Book I is the opening section of Washington Irving’s satirical work *A History of New York*, introducing the mock-historical tone and humorous narrative that characterize the rest of the book.
  • B. Book I
    Book I is the opening section of Jean-Jacques Rousseau’s political treatise *The Social Contract*, where he lays the philosophical groundwork for his theory of legitimate political authority and the social pact.
  • C. Book I: Antiquities
    Book I: Antiquities is the opening section of Cotton Mather’s historical work Magnalia Christi Americana, focusing on the early history and foundations of New England.
  • D. Die Grundlagen der Arithmetik
    Die Grundlagen der Arithmetik is Gottlob Frege’s seminal philosophical work that lays the logical foundations of arithmetic and advances the logicist thesis that arithmetic is reducible to pure logic.
  • E. Elementary Mathematics from an Advanced Standpoint
    "Elementary Mathematics from an Advanced Standpoint" is a classic three-volume work by Felix Klein that reexamines school-level mathematics through the lens of modern, rigorous mathematical theory and pedagogy.
  • 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: Book I: Fundamental Ideas
Triple: [A Treatise on Probability, hasPart, Book I: Fundamental Ideas]
Generated description
Book I: Fundamental Ideas is the opening section of John Maynard Keynes’s *A Treatise on Probability*, where he lays out the foundational concepts and philosophical underpinnings of his theory of probability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Book I: Fundamental Ideas
Target entity description: Book I: Fundamental Ideas is the opening section of John Maynard Keynes’s *A Treatise on Probability*, where he lays out the foundational concepts and philosophical underpinnings of his theory of probability.
  • A. Book I
    Book I is the opening section of Washington Irving’s satirical work *A History of New York*, introducing the mock-historical tone and humorous narrative that characterize the rest of the book.
  • B. Book I
    Book I is the opening section of Jean-Jacques Rousseau’s political treatise *The Social Contract*, where he lays the philosophical groundwork for his theory of legitimate political authority and the social pact.
  • C. Book I: Antiquities
    Book I: Antiquities is the opening section of Cotton Mather’s historical work Magnalia Christi Americana, focusing on the early history and foundations of New England.
  • D. Die Grundlagen der Arithmetik
    Die Grundlagen der Arithmetik is Gottlob Frege’s seminal philosophical work that lays the logical foundations of arithmetic and advances the logicist thesis that arithmetic is reducible to pure logic.
  • E. Elementary Mathematics from an Advanced Standpoint
    "Elementary Mathematics from an Advanced Standpoint" is a classic three-volume work by Felix Klein that reexamines school-level mathematics through the lens of modern, rigorous mathematical theory and pedagogy.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef87cc7c8190a0fec933457821e2 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbdb58481908416ae6b4773e1a7 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d3af80081908fe11a4f873ee7a9 completed March 1, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_69a44da8ae788190b8e1694f534043d4 completed March 1, 2026, 2:31 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.