Triple

T7030850
Position Surface form Disambiguated ID Type / Status
Subject George Pólya E163265 entity
Predicate notableWork P4 FINISHED
Object How to Solve It
"How to Solve It" is a classic 1945 book by mathematician George Pólya that teaches general problem-solving strategies and heuristics, especially for mathematics.
 E637311 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 to Solve It | Statement: [George Pólya, notableWork, How to Solve It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How to Solve It
Context triple: [George Pólya, notableWork, How to Solve It]
  • A. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • B. 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.
  • C. What Is the Name of This Book?
    "What Is the Name of This Book?" is a collection of logical puzzles and paradoxes by Raymond Smullyan that playfully explore self-reference, recursion, and the foundations of logic.
  • D. Philosophy and Fun of Algebra
    Philosophy and Fun of Algebra is an accessible, imaginative book that introduces algebraic ideas and mathematical thinking to children and lay readers through stories, puzzles, and philosophical reflections.
  • E. Concepts of Modern Mathematics
    Concepts of Modern Mathematics is a popular mathematics book by Ian Stewart that introduces key ideas of modern math—such as set theory, logic, topology, and abstract algebra—to a general audience in an accessible, non-technical way.
  • 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 to Solve It
Triple: [George Pólya, notableWork, How to Solve It]
Generated description
"How to Solve It" is a classic 1945 book by mathematician George Pólya that teaches general problem-solving strategies and heuristics, especially for mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How to Solve It
Target entity description: "How to Solve It" is a classic 1945 book by mathematician George Pólya that teaches general problem-solving strategies and heuristics, especially for mathematics.
  • A. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • B. 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.
  • C. What Is the Name of This Book?
    "What Is the Name of This Book?" is a collection of logical puzzles and paradoxes by Raymond Smullyan that playfully explore self-reference, recursion, and the foundations of logic.
  • D. Philosophy and Fun of Algebra
    Philosophy and Fun of Algebra is an accessible, imaginative book that introduces algebraic ideas and mathematical thinking to children and lay readers through stories, puzzles, and philosophical reflections.
  • E. Concepts of Modern Mathematics
    Concepts of Modern Mathematics is a popular mathematics book by Ian Stewart that introduces key ideas of modern math—such as set theory, logic, topology, and abstract algebra—to a general audience in an accessible, non-technical way.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e20ee1208190811be10a84e7d8a4 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775980920819081d31b8d2843fb3d completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c77aa1c704819088a9561ac55f9037 completed March 28, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_69c77b082f3c8190a649297ce0f816bb completed March 28, 2026, 6:54 a.m.
Created at: March 27, 2026, 2:35 p.m.