Triple

T5124104
Position Surface form Disambiguated ID Type / Status
Subject Bloomsbury Publishing E115541 entity
Predicate hasImprint P2763 FINISHED
Object T&T Clark
T&T Clark is a long-established academic imprint known for its scholarly works in theology and biblical studies.
 E495440 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: T&T Clark | Statement: [Bloomsbury Publishing, hasImprint, T&T Clark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T&T Clark
Context triple: [Bloomsbury Publishing, hasImprint, T&T Clark]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Chapman and Hall
    Chapman and Hall was a prominent 19th-century British publishing house best known for issuing works by major Victorian authors such as Charles Dickens and Anthony Trollope.
  • 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: T&T Clark
Triple: [Bloomsbury Publishing, hasImprint, T&T Clark]
Generated description
T&T Clark is a long-established academic imprint known for its scholarly works in theology and biblical studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T&T Clark
Target entity description: T&T Clark is a long-established academic imprint known for its scholarly works in theology and biblical studies.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Chapman and Hall
    Chapman and Hall was a prominent 19th-century British publishing house best known for issuing works by major Victorian authors such as Charles Dickens and Anthony Trollope.
  • F. None of above. chosen

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.