Triple

T6389520
Position Surface form Disambiguated ID Type / Status
Subject Ian Stewart E143784 entity
Predicate notableWork P4 FINISHED
Object 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.
E589567 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: The Great Mathematical Problems | Statement: [Ian Stewart, notableWork, The Great Mathematical Problems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Great Mathematical Problems
Context triple: [Ian Stewart, notableWork, The Great Mathematical Problems]
  • A. The Man Who Loved Only Numbers
    The Man Who Loved Only Numbers is a popular biography of Hungarian mathematician Paul Erdős, portraying his eccentric life, prolific collaborations, and profound impact on 20th-century mathematics.
  • B. A Mathematician's Apology
    A Mathematician's Apology is G. H. Hardy’s classic reflective essay that defends the aesthetic value of pure mathematics and offers a candid, personal account of the mathematician’s life and creative process.
  • C. Birth of a Theorem
    Birth of a Theorem is a memoir-style mathematical narrative by Fields Medalist Cédric Villani that chronicles the creative and personal journey behind one of his major research breakthroughs.
  • D. The Man Who Knew Infinity
    The Man Who Knew Infinity is a biographical drama film about Indian mathematician Srinivasa Ramanujan and his collaboration with British professor G.H. Hardy at Cambridge University.
  • E. The Solitude of Prime Numbers
    The Solitude of Prime Numbers is a bestselling Italian novel that explores the lifelong emotional isolation and fragile bond between two misfit characters whose lives intersect like “twin primes.”
  • 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: The Great Mathematical Problems
Triple: [Ian Stewart, notableWork, The Great Mathematical Problems]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Great Mathematical Problems
Target entity description: 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.
  • A. The Man Who Loved Only Numbers
    The Man Who Loved Only Numbers is a popular biography of Hungarian mathematician Paul Erdős, portraying his eccentric life, prolific collaborations, and profound impact on 20th-century mathematics.
  • B. A Mathematician's Apology
    A Mathematician's Apology is G. H. Hardy’s classic reflective essay that defends the aesthetic value of pure mathematics and offers a candid, personal account of the mathematician’s life and creative process.
  • C. Birth of a Theorem
    Birth of a Theorem is a memoir-style mathematical narrative by Fields Medalist Cédric Villani that chronicles the creative and personal journey behind one of his major research breakthroughs.
  • D. The Man Who Knew Infinity
    The Man Who Knew Infinity is a biographical drama film about Indian mathematician Srinivasa Ramanujan and his collaboration with British professor G.H. Hardy at Cambridge University.
  • E. The Solitude of Prime Numbers
    The Solitude of Prime Numbers is a bestselling Italian novel that explores the lifelong emotional isolation and fragile bond between two misfit characters whose lives intersect like “twin primes.”
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0686cc6d481909c62a29a84a4ce8e completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638868d4481908611530d0bc8e286 completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c639320a608190bc1123fe00ac1f9a completed March 27, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c639f9916c8190a1a9f0284198aebd completed March 27, 2026, 8:04 a.m.
Created at: March 22, 2026, 4:34 p.m.