Triple
T6739325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hachette UK |
E154033
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Hachette Audio UK
Hachette Audio UK is the audiobook publishing division of Hachette UK, producing and distributing audio editions of books across a wide range of genres.
|
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 Audio UK | Statement: [Hachette UK, owns, Hachette Audio UK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hachette Audio UK Context triple: [Hachette UK, owns, Hachette Audio UK]
-
A.
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.
-
B.
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.
-
C.
HarperCollins
HarperCollins is a major global publishing company known for producing a wide range of fiction, non-fiction, and educational books.
-
D.
Random House Studio
Random House Studio is a media production division associated with the major publishing company Random House, focused on developing and adapting content for film, television, and other entertainment platforms.
-
E.
Hachette Livre
Hachette Livre is a major French publishing conglomerate and one of the largest book publishers in the world, encompassing numerous international imprints and publishing groups.
- 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 Audio UK Triple: [Hachette UK, owns, Hachette Audio UK]
Generated description
Hachette Audio UK is the audiobook publishing division of Hachette UK, producing and distributing audio editions of books across a wide range of genres.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hachette Audio UK Target entity description: Hachette Audio UK is the audiobook publishing division of Hachette UK, producing and distributing audio editions of books across a wide range of genres.
-
A.
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.
-
B.
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.
-
C.
HarperCollins
HarperCollins is a major global publishing company known for producing a wide range of fiction, non-fiction, and educational books.
-
D.
Random House Studio
Random House Studio is a media production division associated with the major publishing company Random House, focused on developing and adapting content for film, television, and other entertainment platforms.
-
E.
Hachette Livre
Hachette Livre is a major French publishing conglomerate and one of the largest book publishers in the world, encompassing numerous international imprints and publishing groups.
- 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_69c70b0db3f481909b5281c63cc32dd1 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70b83f24c819091a6a2a7802c830f |
completed | March 27, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70f676e408190bc85a2760446d5d1 |
completed | March 27, 2026, 11:14 p.m. |
Created at: March 27, 2026, 2:10 p.m.