Triple

T6739312
Position Surface form Disambiguated ID Type / Status
Subject Hachette UK E154033 entity
Predicate owns P347 FINISHED
Object Hachette Children’s Group
Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
E154033 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: Hachette Children’s Group | Statement: [Hachette UK, owns, Hachette Children’s Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hachette Children’s Group
Context triple: [Hachette UK, owns, Hachette Children’s Group]
  • A. Hachette Book Group
    Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction titles.
  • B. Faber Children’s Books
    Faber Children’s Books is the children’s publishing imprint of the independent British publisher Faber and Faber, known for its high-quality and often award-winning books for young readers.
  • C. Atheneum Books for Young Readers
    Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
  • D. Heinemann publishing group
    Heinemann publishing group is a British publishing company known for its literary fiction, educational materials, and classic literature imprints.
  • E. Hachette UK
    Hachette UK is a major British publishing group and one of the largest book publishers in the United Kingdom, encompassing numerous well-known imprints across a wide range of genres.
  • 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: Hachette Children’s Group
Triple: [Hachette UK, owns, Hachette Children’s Group]
Generated description
Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hachette Children’s Group
Target entity description: Hachette Children’s Group is a major UK-based children’s book publisher known for producing a wide range of popular and award-winning titles for young readers.
  • A. Hachette Book Group
    Hachette Book Group is a major U.S. trade publishing company and division of the French media conglomerate Hachette Livre, known for publishing a wide range of bestselling fiction and nonfiction titles.
  • B. Faber Children’s Books
    Faber Children’s Books is the children’s publishing imprint of the independent British publisher Faber and Faber, known for its high-quality and often award-winning books for young readers.
  • C. Atheneum Books for Young Readers
    Atheneum Books for Young Readers is a children’s and young adult publishing imprint known for producing acclaimed picture books, middle-grade, and teen literature.
  • D. Heinemann publishing group
    Heinemann publishing group is a British publishing company known for its literary fiction, educational materials, and classic literature imprints.
  • E. Hachette UK chosen
    Hachette UK is a major British publishing group and one of the largest book publishers in the United Kingdom, encompassing numerous well-known imprints across a wide range of genres.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d187c8788190b9fc1ebc9a66a520 completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723c148c88190bf47495b2d105f73 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724d740588190a4ed1aa532ee7335 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c725aedfd0819097ae603cc49ff9a8 completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:10 p.m.