Triple

T6616742
Position Surface form Disambiguated ID Type / Status
Subject Workman Publishing E149369 entity
Predicate partOf P40 FINISHED
Object Hachette Book Group trade publishing division E27925 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Book Group trade publishing division | Statement: [Workman Publishing, partOf, Hachette Book Group trade publishing division]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hachette Book Group trade publishing division
Context triple: [Workman Publishing, partOf, Hachette Book Group trade publishing division]
  • A. Hachette Book Group chosen
    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. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • C. Little, Brown Book Group (UK division)
    Little, Brown Book Group (UK division) is a major British publishing company known for its wide-ranging fiction and non-fiction imprints, including the science fiction and fantasy imprint Orbit.
  • D. Penguin Random House
    Penguin Random House is a major global trade book publisher known for its extensive catalog of fiction and nonfiction titles across numerous imprints.
  • E. Hachette Livre
    Hachette Livre is a major French publishing conglomerate and one of the largest book publishers in the world, encompassing numerous international imprints and publishing groups.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c687ebc680819094caf71faba2efe2 elicitation completed
NER batch_69c6af59a344819089ec755296f04381 ner completed
NED1 batch_69c6e443df8c8190b52ecac5a7e9fb09 ned_source_triple completed
Created at: March 27, 2026, 1:57 p.m.