Triple

T20611375
Position Surface form Disambiguated ID Type / Status
Subject Bonnier Group E506455 entity
Predicate hasSubsidiary P254 FINISHED
Object Bonnier Magazines & Brands
Bonnier Magazines & Brands is a Swedish media company that publishes a wide range of consumer magazines and lifestyle brands across print and digital platforms.
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 Magazines & Brands | Statement: [Bonnier Group, hasSubsidiary, Bonnier Magazines & Brands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonnier Magazines & Brands
Context triple: [Bonnier Group, hasSubsidiary, Bonnier Magazines & Brands]
  • 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. Hearst Magazines International
    Hearst Magazines International is the global publishing division of Hearst that licenses and distributes many of the company’s major magazine brands in international markets.
  • C. Hearst Magazines
    Hearst Magazines is a major American magazine publisher known for producing a wide range of popular consumer titles across lifestyle, fashion, home, and entertainment categories.
  • D. Hearst Magazines Polska
    Hearst Magazines Polska is the Polish branch of the global Hearst media company, specializing in publishing popular lifestyle, fashion, and special-interest magazines in Poland.
  • E. Hachette Filipacchi Magazines
    Hachette Filipacchi Magazines was a major international magazine publishing company known for titles such as Elle and Car and Driver, and was part of the French media group Hachette Filipacchi Médias.
  • 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 Magazines & Brands
Triple: [Bonnier Group, hasSubsidiary, Bonnier Magazines & Brands]
Generated description
Bonnier Magazines & Brands is a Swedish media company that publishes a wide range of consumer magazines and lifestyle brands across print and digital platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonnier Magazines & Brands
Target entity description: Bonnier Magazines & Brands is a Swedish media company that publishes a wide range of consumer magazines and lifestyle brands across print and digital platforms.
  • 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. Hearst Magazines International
    Hearst Magazines International is the global publishing division of Hearst that licenses and distributes many of the company’s major magazine brands in international markets.
  • C. Hearst Magazines
    Hearst Magazines is a major American magazine publisher known for producing a wide range of popular consumer titles across lifestyle, fashion, home, and entertainment categories.
  • D. Hearst Magazines Polska
    Hearst Magazines Polska is the Polish branch of the global Hearst media company, specializing in publishing popular lifestyle, fashion, and special-interest magazines in Poland.
  • E. Hachette Filipacchi Magazines
    Hachette Filipacchi Magazines was a major international magazine publishing company known for titles such as Elle and Car and Driver, and was part of the French media group Hachette Filipacchi Médias.
  • 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.