Triple
T6739312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hachette UK |
E154033
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Hachette Children’s Group
Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
|
E154033
|
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: Hachette Children’s Group | Statement: [Hachette UK, owns, Hachette Children’s Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hachette Children’s Group Context triple: [Hachette UK, owns, Hachette Children’s Group]
-
A.
Hachette Book Group
Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction titles.
-
B.
Faber Children’s Books
Faber Children’s Books is the children’s publishing imprint of the independent British publisher Faber and Faber, known for its high-quality and often award-winning books for young readers.
-
C.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
D.
Heinemann publishing group
Heinemann publishing group is a British publishing company known for its literary fiction, educational materials, and classic literature imprints.
-
E.
Hachette UK
Hachette UK is a major British publishing group and one of the largest book publishers in the United Kingdom, encompassing numerous well-known imprints across a wide range of genres.
- 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: Hachette Children’s Group Triple: [Hachette UK, owns, Hachette Children’s Group]
Generated description
Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hachette Children’s Group Target entity description: Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
-
A.
Hachette Book Group
Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction titles.
-
B.
Faber Children’s Books
Faber Children’s Books is the children’s publishing imprint of the independent British publisher Faber and Faber, known for its high-quality and often award-winning books for young readers.
-
C.
Atheneum Books for Young Readers
Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
-
D.
Heinemann publishing group
Heinemann publishing group is a British publishing company known for its literary fiction, educational materials, and classic literature imprints.
-
E.
Hachette UK
chosen
Hachette UK is a major British publishing group and one of the largest book publishers in the United Kingdom, encompassing numerous well-known imprints across a wide range of genres.
- F. None of above.
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_69c6880d84d8819095d19de2295f26ac |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d187c8788190b9fc1ebc9a66a520 |
completed | March 27, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723c148c88190bf47495b2d105f73 |
completed | March 28, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69c724d740588190a4ed1aa532ee7335 |
completed | March 28, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725aedfd0819097ae603cc49ff9a8 |
completed | March 28, 2026, 12:49 a.m. |
Created at: March 27, 2026, 2:10 p.m.