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.