Triple

T6739311
Position Surface form Disambiguated ID Type / Status
Subject Hachette UK E154033 entity
Predicate owns P347 FINISHED
Object Octopus Publishing Group
Octopus Publishing Group is a major UK-based publisher specializing in illustrated non-fiction books across a wide range of lifestyle and reference subjects.
 E617404 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: Octopus Publishing Group | Statement: [Hachette UK, owns, Octopus Publishing Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Octopus Publishing Group
Context triple: [Hachette UK, owns, Octopus Publishing Group]
  • A. Orion Publishing Group
    Orion Publishing Group is a major British book publisher known for its wide-ranging fiction and non-fiction imprints and as part of the Hachette UK group.
  • B. 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.
  • C. Church House Publishing
    Church House Publishing is the official publishing arm of the Church of England, producing liturgical, theological, and educational resources for Anglican worship and ministry.
  • D. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • E. Weidenfeld & Nicolson
    Weidenfeld & Nicolson is a British publishing house known for its influential non-fiction and literary titles.
  • 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: Octopus Publishing Group
Triple: [Hachette UK, owns, Octopus Publishing Group]
Generated description
Octopus Publishing Group is a major UK-based publisher specializing in illustrated non-fiction books across a wide range of lifestyle and reference subjects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Octopus Publishing Group
Target entity description: Octopus Publishing Group is a major UK-based publisher specializing in illustrated non-fiction books across a wide range of lifestyle and reference subjects.
  • A. Orion Publishing Group
    Orion Publishing Group is a major British book publisher known for its wide-ranging fiction and non-fiction imprints and as part of the Hachette UK group.
  • B. 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.
  • C. Church House Publishing
    Church House Publishing is the official publishing arm of the Church of England, producing liturgical, theological, and educational resources for Anglican worship and ministry.
  • D. Perseus Books Group
    Perseus Books Group is an American publishing company known for its diverse portfolio of imprints and distribution services for independent publishers.
  • E. Weidenfeld & Nicolson
    Weidenfeld & Nicolson is a British publishing house known for its influential non-fiction and literary titles.
  • F. None of above. chosen

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_69c712a1aa948190b3e191c7be48ac0e completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:10 p.m.