Triple

T15500946
Position Surface form Disambiguated ID Type / Status
Subject Little, Brown Book Group E378949 entity
Predicate imprint P2763 FINISHED
Object Piatkus
Piatkus is a UK-based publishing imprint known for its commercial fiction and non-fiction titles, particularly in romance, crime, and personal development.
 E1160913 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: Piatkus | Statement: [Little, Brown Book Group, imprint, Piatkus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piatkus
Context triple: [Little, Brown Book Group, imprint, Piatkus]
  • A. Bastei
    Bastei is a famous rock formation and viewpoint in Germany’s Saxon Switzerland National Park, overlooking the Elbe River and known for its dramatic sandstone cliffs and historic bridge.
  • B. Harcout
    Harcourt is a small rural town in central Victoria, Australia, known historically for its apple orchards and granite quarries.
  • C. Querido Verlag
    Querido Verlag is a renowned Dutch publishing house, historically significant for publishing works by exiled German-speaking authors during the Nazi era.
  • D. Faber
    Faber is a retired English professor in Ray Bradbury’s dystopian novel "Fahrenheit 451" who secretly mentors the protagonist and represents the value of literature and critical thought in a censored society.
  • E. Faber
    Faber is a surname most notably associated with Sandra Faber, an influential American astronomer and cosmologist.
  • 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: Piatkus
Triple: [Little, Brown Book Group, imprint, Piatkus]
Generated description
Piatkus is a UK-based publishing imprint known for its commercial fiction and non-fiction titles, particularly in romance, crime, and personal development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piatkus
Target entity description: Piatkus is a UK-based publishing imprint known for its commercial fiction and non-fiction titles, particularly in romance, crime, and personal development.
  • A. Bastei
    Bastei is a famous rock formation and viewpoint in Germany’s Saxon Switzerland National Park, overlooking the Elbe River and known for its dramatic sandstone cliffs and historic bridge.
  • B. Harcout
    Harcourt is a small rural town in central Victoria, Australia, known historically for its apple orchards and granite quarries.
  • C. Querido Verlag
    Querido Verlag is a renowned Dutch publishing house, historically significant for publishing works by exiled German-speaking authors during the Nazi era.
  • D. Faber
    Faber is a retired English professor in Ray Bradbury’s dystopian novel "Fahrenheit 451" who secretly mentors the protagonist and represents the value of literature and critical thought in a censored society.
  • E. Faber
    Faber is a surname most notably associated with Sandra Faber, an influential American astronomer and cosmologist.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.