Triple
T8030980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Simon Singh |
E186975
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Simpsons and Their Mathematical Secrets
The Simpsons and Their Mathematical Secrets is a popular science book by Simon Singh that explores the surprising depth of mathematics hidden in episodes of the animated TV show The Simpsons (and Futurama).
|
E708384
|
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 Simpsons and Their Mathematical Secrets | Statement: [Simon Singh, notableWork, The Simpsons and Their Mathematical Secrets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Simpsons and Their Mathematical Secrets Context triple: [Simon Singh, notableWork, The Simpsons and Their Mathematical Secrets]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
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.
- 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 Simpsons and Their Mathematical Secrets Triple: [Simon Singh, notableWork, The Simpsons and Their Mathematical Secrets]
Generated description
The Simpsons and Their Mathematical Secrets is a popular science book by Simon Singh that explores the surprising depth of mathematics hidden in episodes of the animated TV show The Simpsons (and Futurama).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Simpsons and Their Mathematical Secrets Target entity description: The Simpsons and Their Mathematical Secrets is a popular science book by Simon Singh that explores the surprising depth of mathematics hidden in episodes of the animated TV show The Simpsons (and Futurama).
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
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.
- 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_69ca82ae2d1081909dbfee42b41db419 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3eef921081908d0ea21f142c175a |
completed | March 31, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56e812dc81908916fc7163ae344a |
completed | March 31, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69cc58abd96c8190ab9eeaece67d5408 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cc2f71081909cb7c0c245368edb |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:22 p.m.