Triple

T2549462
Position Surface form Disambiguated ID Type / Status
Subject Orion Publishing Group E57986 entity
Predicate hasImprint P2763 FINISHED
Object Laurence King Publishing
Laurence King Publishing is a renowned independent London-based publisher specializing in high-quality books on art, design, architecture, fashion, and creative culture.
 E276540 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: Laurence King Publishing | Statement: [Orion Publishing Group, hasImprint, Laurence King Publishing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laurence King Publishing
Context triple: [Orion Publishing Group, hasImprint, Laurence King Publishing]
  • A. Crown Publishers
    Crown Publishers is an American book publishing imprint known for releasing prominent nonfiction and bestselling titles, including major political and current affairs works.
  • B. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • C. Dorling Kindersley
    Dorling Kindersley is a British publishing company best known for its highly visual, illustrated reference books and educational titles for children and adults.
  • D. Storey Publishing
    Storey Publishing is an American publisher known for practical, illustrated books on crafts, gardening, cooking, and self-sufficient living.
  • E. Cassell
    Cassell is a British publishing company known for producing a wide range of books, including notable historical works and reference 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: Laurence King Publishing
Triple: [Orion Publishing Group, hasImprint, Laurence King Publishing]
Generated description
Laurence King Publishing is a renowned independent London-based publisher specializing in high-quality books on art, design, architecture, fashion, and creative culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laurence King Publishing
Target entity description: Laurence King Publishing is a renowned independent London-based publisher specializing in high-quality books on art, design, architecture, fashion, and creative culture.
  • A. Crown Publishers
    Crown Publishers is an American book publishing imprint known for releasing prominent nonfiction and bestselling titles, including major political and current affairs works.
  • B. Scribe Publications
    Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
  • C. Dorling Kindersley
    Dorling Kindersley is a British publishing company best known for its highly visual, illustrated reference books and educational titles for children and adults.
  • D. Storey Publishing
    Storey Publishing is an American publisher known for practical, illustrated books on crafts, gardening, cooking, and self-sufficient living.
  • E. Cassell
    Cassell is a British publishing company known for producing a wide range of books, including notable historical works and reference 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2e7cd4c8190a52cbbf1229441a6 completed March 7, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d114964819092b847c701a0704e completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5db1c290819099d88815ebe97c1b completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e2cd2588190bc24c3cdd350fa70 completed March 9, 2026, 11:56 p.m.
Created at: March 6, 2026, 9:47 p.m.