Triple
T8030681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hannah Fry |
E186969
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Mathematics of Love
The Mathematics of Love is a popular science book by mathematician Hannah Fry that uses mathematical concepts and models to explore patterns and decision-making in romantic relationships.
|
E706325
|
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 Mathematics of Love | Statement: [Hannah Fry, notableWork, The Mathematics of Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Mathematics of Love Context triple: [Hannah Fry, notableWork, The Mathematics of Love]
-
A.
The Origin of Love
The Origin of Love is Mika’s third studio album, showcasing a more mature pop sound with electronic influences and introspective, love-centered lyrics.
-
B.
The Invention of Love
The Invention of Love is a play by Tom Stoppard that explores the life, unrequited love, and intellectual legacy of poet and scholar A. E. Housman through a blend of biography, fantasy, and classical allusion.
-
C.
The Lexicon of Love
The Lexicon of Love is a critically acclaimed 1982 debut album by English pop band ABC, renowned for its lush orchestral production and sophisticated, romantic new wave sound.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
Four Hundred Texts on Love
Four Hundred Texts on Love is a collection of spiritual aphorisms by Maximus the Confessor that explores Christian love, asceticism, and the path to deification within the Eastern Orthodox mystical tradition.
- 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 Mathematics of Love Triple: [Hannah Fry, notableWork, The Mathematics of Love]
Generated description
The Mathematics of Love is a popular science book by mathematician Hannah Fry that uses mathematical concepts and models to explore patterns and decision-making in romantic relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Mathematics of Love Target entity description: The Mathematics of Love is a popular science book by mathematician Hannah Fry that uses mathematical concepts and models to explore patterns and decision-making in romantic relationships.
-
A.
The Origin of Love
The Origin of Love is Mika’s third studio album, showcasing a more mature pop sound with electronic influences and introspective, love-centered lyrics.
-
B.
The Invention of Love
The Invention of Love is a play by Tom Stoppard that explores the life, unrequited love, and intellectual legacy of poet and scholar A. E. Housman through a blend of biography, fantasy, and classical allusion.
-
C.
The Lexicon of Love
The Lexicon of Love is a critically acclaimed 1982 debut album by English pop band ABC, renowned for its lush orchestral production and sophisticated, romantic new wave sound.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
Four Hundred Texts on Love
Four Hundred Texts on Love is a collection of spiritual aphorisms by Maximus the Confessor that explores Christian love, asceticism, and the path to deification within the Eastern Orthodox mystical tradition.
- 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_69ca82ad4e2c8190a693e3c9e30fe66f |
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_69cc58aac4288190a2be4691fc740171 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbf8278819085ff32a0494d544e |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:22 p.m.