Triple
T16378993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atria Books |
E397750
|
entity |
| Predicate | publishesAuthor |
P59456
|
FINISHED |
| Object |
Colleen Hoover
Colleen Hoover is a bestselling American author known for her emotionally charged contemporary romance and new adult novels such as "It Ends with Us" and "Verity."
|
E1211039
|
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: Colleen Hoover | Statement: [Atria Books, publishesAuthor, Colleen Hoover]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colleen Hoover Context triple: [Atria Books, publishesAuthor, Colleen Hoover]
-
A.
Audrey Maas
Audrey Maas is a film producer known for her work on the acclaimed 1974 drama "Alice Doesn't Live Here Anymore."
-
B.
Sylvia Day
Sylvia Day is a bestselling American author known for her contemporary romance and erotic fiction novels, including the Crossfire series.
-
C.
Gabriella Wilde
Gabriella Wilde is an English actress and model known for roles in films such as "The Three Musketeers," "Carrie," and "Endless Love."
-
D.
Lauren Oliver
Lauren Oliver is an American author best known for her young adult novels, including the dystopian "Delirium" series and the contemporary bestseller "Before I Fall."
-
E.
Sarah Condon
Sarah Condon is a television producer best known for her work as an executive producer on acclaimed HBO series such as "Looking" and "Bored to Death."
- 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: Colleen Hoover Triple: [Atria Books, publishesAuthor, Colleen Hoover]
Generated description
Colleen Hoover is a bestselling American author known for her emotionally charged contemporary romance and new adult novels such as "It Ends with Us" and "Verity."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colleen Hoover Target entity description: Colleen Hoover is a bestselling American author known for her emotionally charged contemporary romance and new adult novels such as "It Ends with Us" and "Verity."
-
A.
Audrey Maas
Audrey Maas is a film producer known for her work on the acclaimed 1974 drama "Alice Doesn't Live Here Anymore."
-
B.
Sylvia Day
Sylvia Day is a bestselling American author known for her contemporary romance and erotic fiction novels, including the Crossfire series.
-
C.
Gabriella Wilde
Gabriella Wilde is an English actress and model known for roles in films such as "The Three Musketeers," "Carrie," and "Endless Love."
-
D.
Lauren Oliver
Lauren Oliver is an American author best known for her young adult novels, including the dystopian "Delirium" series and the contemporary bestseller "Before I Fall."
-
E.
Sarah Condon
Sarah Condon is a television producer best known for her work as an executive producer on acclaimed HBO series such as "Looking" and "Bored to Death."
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319da3c6c8190a9ccf744996c31e8 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356658e881908131a3c60ed5499d |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00383a7180819092ea605aa8ef1672 |
completed | May 10, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00391645ac819092a06dc6813604fa |
completed | May 10, 2026, 7:51 a.m. |
Created at: April 10, 2026, 5:08 a.m.