Triple
T5124097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsbury Publishing |
E115541
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Bloomsbury Children's Books
Bloomsbury Children's Books is the children's publishing division of Bloomsbury Publishing, known for producing popular and award-winning books for young readers.
|
E115541
|
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: Bloomsbury Children's Books | Statement: [Bloomsbury Publishing, hasImprint, Bloomsbury Children's Books]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomsbury Children's Books Context triple: [Bloomsbury Publishing, hasImprint, Bloomsbury Children's Books]
-
A.
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.
-
B.
Puffin Books
Puffin Books is a prominent children’s book imprint known for publishing classic and contemporary literature for young readers worldwide.
-
C.
Bloomsbury Publishing
Bloomsbury Publishing is a major independent British publishing house best known internationally for publishing the Harry Potter series and a wide range of literary and academic works.
-
D.
Penguin Books
Penguin Books is a major British publishing house known for its influential paperback editions and wide range of literary and non-fiction titles.
-
E.
Knopf Books for Young Readers
Knopf Books for Young Readers is an imprint of Alfred A. Knopf and Random House that specializes in publishing children's and young adult literature.
- 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: Bloomsbury Children's Books Triple: [Bloomsbury Publishing, hasImprint, Bloomsbury Children's Books]
Generated description
Bloomsbury Children's Books is the children's publishing division of Bloomsbury Publishing, known for producing popular and award-winning books for young readers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomsbury Children's Books Target entity description: Bloomsbury Children's Books is the children's publishing division of Bloomsbury Publishing, known for producing popular and award-winning books for young readers.
-
A.
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.
-
B.
Puffin Books
Puffin Books is a prominent children’s book imprint known for publishing classic and contemporary literature for young readers worldwide.
-
C.
Bloomsbury Publishing
chosen
Bloomsbury Publishing is a major independent British publishing house best known internationally for publishing the Harry Potter series and a wide range of literary and academic works.
-
D.
Penguin Books
Penguin Books is a major British publishing house known for its influential paperback editions and wide range of literary and non-fiction titles.
-
E.
Knopf Books for Young Readers
Knopf Books for Young Readers is an imprint of Alfred A. Knopf and Random House that specializes in publishing children's and young adult literature.
- 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_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7805c55c8190bc0540d755dc6242 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4b7c628819097fb933be59ecefe |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec57c071c8190b16dba98809654e1 |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5eb535c819097deeb331f9f0f4d |
completed | March 21, 2026, 4:23 p.m. |
Created at: March 20, 2026, 1:42 p.m.