Triple

T13786743
Position Surface form Disambiguated ID Type / Status
Subject Harlequin Enterprises E331277 entity
Predicate imprint P2763 FINISHED
Object HQN Books
HQN Books is a romance-focused publishing imprint of Harlequin Enterprises known for releasing contemporary and bestselling love stories.
E1062381 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: HQN Books | Statement: [Harlequin Enterprises, imprint, HQN Books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HQN Books
Context triple: [Harlequin Enterprises, imprint, HQN Books]
  • A. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • B. Mysterious Press
    Mysterious Press is a publishing imprint specializing in mystery, crime, and suspense fiction.
  • C. Harmony Books
    Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
  • D. Signet Books
    Signet Books is an American paperback publishing imprint known for releasing popular fiction and genre titles, including works by major authors such as Stephen King.
  • E. Barnes & Noble Press
    Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
  • 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: HQN Books
Triple: [Harlequin Enterprises, imprint, HQN Books]
Generated description
HQN Books is a romance-focused publishing imprint of Harlequin Enterprises known for releasing contemporary and bestselling love stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HQN Books
Target entity description: HQN Books is a romance-focused publishing imprint of Harlequin Enterprises known for releasing contemporary and bestselling love stories.
  • A. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • B. Mysterious Press
    Mysterious Press is a publishing imprint specializing in mystery, crime, and suspense fiction.
  • C. Harmony Books
    Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
  • D. Signet Books
    Signet Books is an American paperback publishing imprint known for releasing popular fiction and genre titles, including works by major authors such as Stephen King.
  • E. Barnes & Noble Press
    Barnes & Noble Press is Barnes & Noble’s self-publishing platform that enables authors to create, publish, and distribute print and digital books through the retailer’s channels.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0249e4f88190a80316394940627d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07d872c81908f912263d8f7c80d completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b230fb448190bc16a1d8732ff76f completed May 3, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
Created at: April 9, 2026, 10:11 p.m.