Triple

T20611376
Position Surface form Disambiguated ID Type / Status
Subject Bonnier Group E506455 entity
Predicate hasSubsidiary P254 FINISHED
Object Bonnier Business Press
Bonnier Business Press is a media company within the Bonnier Group that focuses on business journalism and professional publications across various markets.
E506455 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: Bonnier Business Press | Statement: [Bonnier Group, hasSubsidiary, Bonnier Business Press]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonnier Business Press
Context triple: [Bonnier Group, hasSubsidiary, Bonnier Business Press]
  • A. Bonnier Group
    Bonnier Group is a major Swedish family-owned media conglomerate with interests in publishing, broadcasting, and digital media across multiple countries.
  • B. International Publishing Corporation
    International Publishing Corporation was a major British magazine and newspaper publishing company that became one of the largest media groups in the UK during the mid-20th century.
  • C. Gyldendal
    Gyldendal is a major Scandinavian publishing house, best known as one of the oldest and most influential literary publishers in Norway and Denmark.
  • D. Axel Springer Verlag
    Axel Springer Verlag is a major German publishing house and media company known for producing prominent newspapers, magazines, and digital media brands.
  • E. Holtzbrinck Publishing Group
    Holtzbrinck Publishing Group is a German-based global media and publishing conglomerate known for its ownership of major book and academic publishers, newspapers, and digital information companies.
  • 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: Bonnier Business Press
Triple: [Bonnier Group, hasSubsidiary, Bonnier Business Press]
Generated description
Bonnier Business Press is a media company within the Bonnier Group that focuses on business journalism and professional publications across various markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonnier Business Press
Target entity description: Bonnier Business Press is a media company within the Bonnier Group that focuses on business journalism and professional publications across various markets.
  • A. Bonnier Group chosen
    Bonnier Group is a major Swedish family-owned media conglomerate with interests in publishing, broadcasting, and digital media across multiple countries.
  • B. International Publishing Corporation
    International Publishing Corporation was a major British magazine and newspaper publishing company that became one of the largest media groups in the UK during the mid-20th century.
  • C. Gyldendal
    Gyldendal is a major Scandinavian publishing house, best known as one of the oldest and most influential literary publishers in Norway and Denmark.
  • D. Axel Springer Verlag
    Axel Springer Verlag is a major German publishing house and media company known for producing prominent newspapers, magazines, and digital media brands.
  • E. Holtzbrinck Publishing Group
    Holtzbrinck Publishing Group is a German-based global media and publishing conglomerate known for its ownership of major book and academic publishers, newspapers, and digital information companies.
  • 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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aad81bdc8190aa6f6164f406a468 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3f98e5c8190833d0e47b3e9585b completed May 16, 2026, 6:14 p.m.
NEDg Description generation batch_6a08b5a15a7c819099923f5a4d5f92c0 completed May 16, 2026, 6:21 p.m.
NED2 Entity disambiguation (via description) batch_6a08b603cd8481908780f4670dabf4a0 completed May 16, 2026, 6:23 p.m.
Created at: April 16, 2026, 11:41 a.m.