Triple

T5124098
Position Surface form Disambiguated ID Type / Status
Subject Bloomsbury Publishing E115541 entity
Predicate hasImprint P2763 FINISHED
Object Bloomsbury USA
Bloomsbury USA is the American publishing division of Bloomsbury Publishing, responsible for releasing a wide range of fiction and non-fiction titles for the U.S. market.
 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 USA | Statement: [Bloomsbury Publishing, hasImprint, Bloomsbury USA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bloomsbury USA
Context triple: [Bloomsbury Publishing, hasImprint, Bloomsbury USA]
  • 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. Bloomsbury
    Bloomsbury is a central London district renowned for its literary heritage, academic institutions, and garden squares.
  • C. W. W. Norton & Company
    W. W. Norton & Company is an American independent publishing house known for its influential nonfiction, literary works, and widely used academic texts.
  • D. Farrar, Straus and Giroux
    Farrar, Straus and Giroux is a prestigious American publishing house renowned for its literary fiction and nonfiction, including numerous award-winning and influential works.
  • E. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • 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 USA
Triple: [Bloomsbury Publishing, hasImprint, Bloomsbury USA]
Generated description
Bloomsbury USA is the American publishing division of Bloomsbury Publishing, responsible for releasing a wide range of fiction and non-fiction titles for the U.S. market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bloomsbury USA
Target entity description: Bloomsbury USA is the American publishing division of Bloomsbury Publishing, responsible for releasing a wide range of fiction and non-fiction titles for the U.S. market.
  • 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. Bloomsbury
    Bloomsbury is a central London district renowned for its literary heritage, academic institutions, and garden squares.
  • C. W. W. Norton & Company
    W. W. Norton & Company is an American independent publishing house known for its influential nonfiction, literary works, and widely used academic texts.
  • D. Farrar, Straus and Giroux
    Farrar, Straus and Giroux is a prestigious American publishing house renowned for its literary fiction and nonfiction, including numerous award-winning and influential works.
  • E. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • 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.