Triple
T12400308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Davies |
E296234
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Candy: A Novel of Love and Addiction
Candy: A Novel of Love and Addiction is a semi-autobiographical novel that portrays an intense love story intertwined with the destructive spiral of heroin addiction in contemporary Australia.
|
E981767
|
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: Candy: A Novel of Love and Addiction | Statement: [Luke Davies, notableWork, Candy: A Novel of Love and Addiction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Candy: A Novel of Love and Addiction Context triple: [Luke Davies, notableWork, Candy: A Novel of Love and Addiction]
-
A.
La Adicción
La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
-
B.
The Candy Man
"The Candy Man" is a popular song from the 1971 film *Willy Wonka & the Chocolate Factory* that became widely known through Sammy Davis Jr.'s hit recording.
-
C.
The Sweet Life
The Sweet Life is the English title of Federico Fellini’s iconic 1960 Italian film "La Dolce Vita," which explores the hedonistic nightlife and moral decadence of Rome.
-
D.
The Sweetest Taboo
"The Sweetest Taboo" is a smooth jazz-infused R&B song by the band Sade, known for its sultry vocals and laid-back, romantic groove.
-
E.
Obsessed: America’s Food Addiction—and My Own
"Obsessed: America’s Food Addiction—and My Own" is a nonfiction book by journalist Mika Brzezinski that blends memoir and cultural critique to explore her personal struggles with food and America’s broader issues with overeating and body image.
- 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: Candy: A Novel of Love and Addiction Triple: [Luke Davies, notableWork, Candy: A Novel of Love and Addiction]
Generated description
Candy: A Novel of Love and Addiction is a semi-autobiographical novel that portrays an intense love story intertwined with the destructive spiral of heroin addiction in contemporary Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Candy: A Novel of Love and Addiction Target entity description: Candy: A Novel of Love and Addiction is a semi-autobiographical novel that portrays an intense love story intertwined with the destructive spiral of heroin addiction in contemporary Australia.
-
A.
La Adicción
La Adicción is the passionate and famously intense supporter group of the Mexican football club C.F. Monterrey.
-
B.
The Candy Man
"The Candy Man" is a popular song from the 1971 film *Willy Wonka & the Chocolate Factory* that became widely known through Sammy Davis Jr.'s hit recording.
-
C.
The Sweet Life
The Sweet Life is the English title of Federico Fellini’s iconic 1960 Italian film "La Dolce Vita," which explores the hedonistic nightlife and moral decadence of Rome.
-
D.
The Sweetest Taboo
"The Sweetest Taboo" is a smooth jazz-infused R&B song by the band Sade, known for its sultry vocals and laid-back, romantic groove.
-
E.
Obsessed: America’s Food Addiction—and My Own
"Obsessed: America’s Food Addiction—and My Own" is a nonfiction book by journalist Mika Brzezinski that blends memoir and cultural critique to explore her personal struggles with food and America’s broader issues with overeating and body image.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d46007c81908e0f4b590402bf58 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63482af8c8190b277b36371979f5e |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f636cf7d808190bf3c1c84bdaf414e |
completed | May 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6380223d08190959e524ad146d0e0 |
completed | May 2, 2026, 5:44 p.m. |
Created at: April 8, 2026, 9:55 p.m.