Triple

T6938738
Position Surface form Disambiguated ID Type / Status
Subject Euler Book Prize E160618 entity
Predicate notableRecipientWork P17579 FINISHED
Object How Not to Be Wrong: The Power of Mathematical Thinking
"How Not to Be Wrong: The Power of Mathematical Thinking" is a popular mathematics book by Jordan Ellenberg that explores how mathematical ideas and reasoning illuminate everyday life, decision-making, and public policy.
E629513 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: How Not to Be Wrong: The Power of Mathematical Thinking | Statement: [Euler Book Prize, notableRecipientWork, How Not to Be Wrong: The Power of Mathematical Thinking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Not to Be Wrong: The Power of Mathematical Thinking
Context triple: [Euler Book Prize, notableRecipientWork, How Not to Be Wrong: The Power of Mathematical Thinking]
  • A. The Great Mathematical Problems
    The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
  • B. In Pursuit of the Unknown: 17 Equations That Changed the World
    In Pursuit of the Unknown: 17 Equations That Changed the World is a popular science book by mathematician Ian Stewart that explores the history, impact, and ideas behind seventeen landmark mathematical equations that have shaped modern civilization.
  • C. Professor Stewart’s Cabinet of Mathematical Curiosities
    Professor Stewart’s Cabinet of Mathematical Curiosities is a popular science book that presents an entertaining collection of mathematical puzzles, paradoxes, anecdotes, and surprising facts aimed at a general audience.
  • D. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • E. Die Mathematik im Kampf um die Weltanschauung
    "Die Mathematik im Kampf um die Weltanschauung" is a philosophical work by mathematician Andreas Speiser that explores the role of mathematics in shaping and clarifying worldviews and fundamental beliefs.
  • 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: How Not to Be Wrong: The Power of Mathematical Thinking
Triple: [Euler Book Prize, notableRecipientWork, How Not to Be Wrong: The Power of Mathematical Thinking]
Generated description
"How Not to Be Wrong: The Power of Mathematical Thinking" is a popular mathematics book by Jordan Ellenberg that explores how mathematical ideas and reasoning illuminate everyday life, decision-making, and public policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Not to Be Wrong: The Power of Mathematical Thinking
Target entity description: "How Not to Be Wrong: The Power of Mathematical Thinking" is a popular mathematics book by Jordan Ellenberg that explores how mathematical ideas and reasoning illuminate everyday life, decision-making, and public policy.
  • A. The Great Mathematical Problems
    The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
  • B. In Pursuit of the Unknown: 17 Equations That Changed the World
    In Pursuit of the Unknown: 17 Equations That Changed the World is a popular science book by mathematician Ian Stewart that explores the history, impact, and ideas behind seventeen landmark mathematical equations that have shaped modern civilization.
  • C. Professor Stewart’s Cabinet of Mathematical Curiosities
    Professor Stewart’s Cabinet of Mathematical Curiosities is a popular science book that presents an entertaining collection of mathematical puzzles, paradoxes, anecdotes, and surprising facts aimed at a general audience.
  • D. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • E. Die Mathematik im Kampf um die Weltanschauung
    "Die Mathematik im Kampf um die Weltanschauung" is a philosophical work by mathematician Andreas Speiser that explores the role of mathematics in shaping and clarifying worldviews and fundamental beliefs.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1d144648190b7e6558246b013e3 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515509148190b5739cdf8cd7a28a completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c752c9b3d08190960d3c1aa88a93a7 completed March 28, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69c7537ea24c819081bb672d43d4a373 completed March 28, 2026, 4:05 a.m.
Created at: March 27, 2026, 2:28 p.m.