Triple
T9708706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Hodges |
E234964
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
One to Nine: The Inner Life of Numbers
One to Nine: The Inner Life of Numbers is a popular mathematics book by Andrew Hodges that explores the properties, history, and surprising connections of the digits 1 through 9 across science, art, and culture.
|
E816505
|
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: One to Nine: The Inner Life of Numbers | Statement: [Andrew Hodges, notableWork, One to Nine: The Inner Life of Numbers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: One to Nine: The Inner Life of Numbers Context triple: [Andrew Hodges, notableWork, One to Nine: The Inner Life of Numbers]
-
A.
Letters to a Young Mathematician
"Letters to a Young Mathematician" is a popular science book by Ian Stewart that offers personal, accessible guidance on the nature of mathematical thinking and the life of a mathematician.
-
B.
Nature’s Numbers
Nature’s Numbers is a popular science book by mathematician Ian Stewart that explores how mathematical patterns and principles underlie structures and phenomena in the natural world.
-
C.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
D.
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.
-
E.
On Numbers
"On Numbers" is a lost philosophical treatise by the Neopythagorean thinker Numenius of Apamea, likely exploring the metaphysical and symbolic significance of numbers.
- 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: One to Nine: The Inner Life of Numbers Triple: [Andrew Hodges, notableWork, One to Nine: The Inner Life of Numbers]
Generated description
One to Nine: The Inner Life of Numbers is a popular mathematics book by Andrew Hodges that explores the properties, history, and surprising connections of the digits 1 through 9 across science, art, and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: One to Nine: The Inner Life of Numbers Target entity description: One to Nine: The Inner Life of Numbers is a popular mathematics book by Andrew Hodges that explores the properties, history, and surprising connections of the digits 1 through 9 across science, art, and culture.
-
A.
Letters to a Young Mathematician
"Letters to a Young Mathematician" is a popular science book by Ian Stewart that offers personal, accessible guidance on the nature of mathematical thinking and the life of a mathematician.
-
B.
Nature’s Numbers
Nature’s Numbers is a popular science book by mathematician Ian Stewart that explores how mathematical patterns and principles underlie structures and phenomena in the natural world.
-
C.
The Joy of x
The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
-
D.
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.
-
E.
On Numbers
"On Numbers" is a lost philosophical treatise by the Neopythagorean thinker Numenius of Apamea, likely exploring the metaphysical and symbolic significance of numbers.
- 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_69ca84cc78808190a56f3402b7c139a7 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9da7c6188190b086f7e411378268 |
completed | April 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19f8476e08190865700679069dee6 |
completed | April 4, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d1a0e096648190b4babe3feb77dae7 |
completed | April 4, 2026, 11:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a184af3081908ce2932218244e7d |
completed | April 4, 2026, 11:40 p.m. |
Created at: March 30, 2026, 8:19 p.m.