Triple
T21131738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penguin Young Readers |
E520703
|
entity |
| Predicate | notableAuthorsPublished |
P142974
|
FINISHED |
| Object |
Gayle Forman
Gayle Forman is an American young adult author best known for her bestselling novel "If I Stay" and its film adaptation.
|
E1467394
|
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: Gayle Forman | Statement: [Penguin Young Readers, notableAuthorsPublished, Gayle Forman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gayle Forman Context triple: [Penguin Young Readers, notableAuthorsPublished, Gayle Forman]
-
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.
Maureen Johnson
Maureen Johnson is a flamboyant, performance-artist character in the musical "Rent," known for her dramatic personality and complex romantic relationships.
-
C.
Maureen Johnson
Maureen Johnson is a central, time-spanning character in Robert A. Heinlein’s interconnected science fiction novels, known for her complex relationships with the Howard Families and Lazarus Long.
-
D.
Jenny Downham
Jenny Downham is a British author best known for her young adult novel "Before I Die," which was adapted into the film "Now Is Good."
-
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: Gayle Forman Triple: [Penguin Young Readers, notableAuthorsPublished, Gayle Forman]
Generated description
Gayle Forman is an American young adult author best known for her bestselling novel "If I Stay" and its film adaptation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gayle Forman Target entity description: Gayle Forman is an American young adult author best known for her bestselling novel "If I Stay" and its film adaptation.
-
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.
Maureen Johnson
Maureen Johnson is a flamboyant, performance-artist character in the musical "Rent," known for her dramatic personality and complex romantic relationships.
-
C.
Maureen Johnson
Maureen Johnson is a central, time-spanning character in Robert A. Heinlein’s interconnected science fiction novels, known for her complex relationships with the Howard Families and Lazarus Long.
-
D.
Jenny Downham
Jenny Downham is a British author best known for her young adult novel "Before I Die," which was adapted into the film "Now Is Good."
-
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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7235668e081909bd810016ba2dd8e |
completed | April 21, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965f0041881909f841d5330b1aad0 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a0966879f08819096d6e9e7abe902c5 |
completed | May 17, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09670fc80c81909cbce03b5e071428 |
completed | May 17, 2026, 6:58 a.m. |
Created at: April 16, 2026, 2:56 p.m.