Triple
T5124096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsbury Publishing |
E115541
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Bloomsbury Academic
Bloomsbury Academic is an academic publishing imprint of Bloomsbury Publishing that specializes in scholarly and educational books and digital resources across the humanities and social sciences.
|
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 Academic | Statement: [Bloomsbury Publishing, hasImprint, Bloomsbury Academic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomsbury Academic Context triple: [Bloomsbury Publishing, hasImprint, Bloomsbury Academic]
-
A.
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.
-
B.
Palgrave Macmillan
Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
-
C.
Palgrave Academy
Palgrave Academy was an 18th-century Dissenting school in Suffolk, England, known for its progressive educational methods and association with prominent literary figure Anna Laetitia Barbauld.
-
D.
Oxford University Press
Oxford University Press is a major academic publishing house and department of the University of Oxford, renowned worldwide for its scholarly books, journals, and reference works.
-
E.
Routledge & Kegan Paul
Routledge & Kegan Paul was a prominent British academic and philosophical publishing house known for issuing influential works in the humanities and social sciences.
- 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 Academic Triple: [Bloomsbury Publishing, hasImprint, Bloomsbury Academic]
Generated description
Bloomsbury Academic is an academic publishing imprint of Bloomsbury Publishing that specializes in scholarly and educational books and digital resources across the humanities and social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomsbury Academic Target entity description: Bloomsbury Academic is an academic publishing imprint of Bloomsbury Publishing that specializes in scholarly and educational books and digital resources across the humanities and social sciences.
-
A.
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.
-
B.
Palgrave Macmillan
Palgrave Macmillan is an academic and professional publishing company known for its scholarly books and journals in the humanities, social sciences, and business.
-
C.
Palgrave Academy
Palgrave Academy was an 18th-century Dissenting school in Suffolk, England, known for its progressive educational methods and association with prominent literary figure Anna Laetitia Barbauld.
-
D.
Oxford University Press
Oxford University Press is a major academic publishing house and department of the University of Oxford, renowned worldwide for its scholarly books, journals, and reference works.
-
E.
Routledge & Kegan Paul
Routledge & Kegan Paul was a prominent British academic and philosophical publishing house known for issuing influential works in the humanities and social sciences.
- 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.