Triple

T3016821
Position Surface form Disambiguated ID Type / Status
Subject The Casual Vacancy E82354 entity
Predicate hasCharacter P2308 FINISHED
Object Gavin Hughes
Gavin Hughes is a character in J.K. Rowling’s contemporary novel *The Casual Vacancy*, involved in the small-town political and social tensions that drive the story.
 E363725 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: Gavin Hughes | Statement: [The Casual Vacancy, hasCharacter, Gavin Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gavin Hughes
Context triple: [The Casual Vacancy, hasCharacter, Gavin Hughes]
  • A. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • B. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • C. Alistair Hennessey
    Alistair Hennessey is a suave, competitive oceanographer and rival of Steve Zissou in Wes Anderson’s film "The Life Aquatic with Steve Zissou."
  • D. Adam Gough
    Adam Gough is a British film editor known for his work on acclaimed films such as "Da 5 Bloods" and "Roma."
  • E. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • 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: Gavin Hughes
Triple: [The Casual Vacancy, hasCharacter, Gavin Hughes]
Generated description
Gavin Hughes is a character in J.K. Rowling’s contemporary novel *The Casual Vacancy*, involved in the small-town political and social tensions that drive the story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gavin Hughes
Target entity description: Gavin Hughes is a character in J.K. Rowling’s contemporary novel *The Casual Vacancy*, involved in the small-town political and social tensions that drive the story.
  • A. Gavin Millar
    Gavin Millar was a Scottish film and television director, critic, and producer known for his work on British dramas and literary adaptations.
  • B. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • C. Alistair Hennessey
    Alistair Hennessey is a suave, competitive oceanographer and rival of Steve Zissou in Wes Anderson’s film "The Life Aquatic with Steve Zissou."
  • D. Adam Gough
    Adam Gough is a British film editor known for his work on acclaimed films such as "Da 5 Bloods" and "Roma."
  • E. Ian Bryce
    Ian Bryce is a British film producer known for his work on major Hollywood blockbusters such as Saving Private Ryan and the Transformers series.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a6c56708190b7d8d08bca727cc1 completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373888b948190b84d7bfa908f15ad completed March 13, 2026, 2:16 a.m.
NEDg Description generation batch_69b3776ecca481908885e3c948b3a9f1 completed March 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b377d036988190a8a17fbffe298844 completed March 13, 2026, 2:34 a.m.
Created at: March 8, 2026, 3 p.m.