Triple

T20228103
Position Surface form Disambiguated ID Type / Status
Subject Bloomsbury Publishing E495444 entity
Predicate hasImprint P2763 FINISHED
Object Bloomsbury Academic — NE NERFINISHED

How this triple was built (3 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. A&C Black
    A&C Black is a long-established British publishing company known for its diverse catalog of reference works, educational titles, and general non-fiction.
  • C. I.B. Tauris
    I.B. Tauris is an independent academic and trade publishing house known for its specialized lists in history, politics, and Middle Eastern studies.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bloomsbury Academic
Target entity description: Bloomsbury Academic is an 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. A&C Black
    A&C Black is a long-established British publishing company known for its diverse catalog of reference works, educational titles, and general non-fiction.
  • C. I.B. Tauris
    I.B. Tauris is an independent academic and trade publishing house known for its specialized lists in history, politics, and Middle Eastern studies.
  • D. 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.
  • E. 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.
  • F. None of above.

Provenance (2 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66fdb61b08190b850a9648ebfb720 completed April 20, 2026, 6:26 p.m.
Created at: April 11, 2026, 11:39 p.m.