Triple

T14765228
Position Surface form Disambiguated ID Type / Status
Subject Resident Evil (2022 TV series) E346974 entity
Predicate executiveProducer P7225 FINISHED
Object Bronwen Hughes
Bronwen Hughes is a Canadian film and television director and producer known for her work on projects such as the 2022 Resident Evil TV series.
E1213559 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: Bronwen Hughes | Statement: [Resident Evil (2022 TV series), executiveProducer, Bronwen Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bronwen Hughes
Context triple: [Resident Evil (2022 TV series), executiveProducer, Bronwen Hughes]
  • A. Bronwen Maddox
    Bronwen Maddox is a British journalist and policy analyst who has held prominent leadership roles in UK public policy and media organizations.
  • B. Angharad Rees
    Angharad Rees was a Welsh actress best known for her role as Demelza in the BBC television series "Poldark" during the 1970s.
  • C. Louise Nicholl
    Louise Nicholl is a notable individual recognized for bearing the surname Nicholl.
  • D. Olwyn Hughes
    Olwyn Hughes is a member of the Hughes family, related to Nicholas Hughes, the son of poets Ted Hughes and Sylvia Plath.
  • E. Mary Glendinning
    Mary Glendinning is a central maternal figure in Herman Melville’s novel "Pierre; or, The Ambiguities," whose complex relationship with her son underscores the book’s themes of family, identity, and moral uncertainty.
  • 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: Bronwen Hughes
Triple: [Resident Evil (2022 TV series), executiveProducer, Bronwen Hughes]
Generated description
Bronwen Hughes is a Canadian film and television director and producer known for her work on projects such as the 2022 Resident Evil TV series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bronwen Hughes
Target entity description: Bronwen Hughes is a Canadian film and television director and producer known for her work on projects such as the 2022 Resident Evil TV series.
  • A. Bronwen Maddox
    Bronwen Maddox is a British journalist and policy analyst who has held prominent leadership roles in UK public policy and media organizations.
  • B. Angharad Rees
    Angharad Rees was a Welsh actress best known for her role as Demelza in the BBC television series "Poldark" during the 1970s.
  • C. Louise Nicholl
    Louise Nicholl is a notable individual recognized for bearing the surname Nicholl.
  • D. Olwyn Hughes
    Olwyn Hughes is a member of the Hughes family, related to Nicholas Hughes, the son of poets Ted Hughes and Sylvia Plath.
  • E. Mary Glendinning
    Mary Glendinning is a central maternal figure in Herman Melville’s novel "Pierre; or, The Ambiguities," whose complex relationship with her son underscores the book’s themes of family, identity, and moral uncertainty.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a004568c93c81908450887f72de8466 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a0045c351f481908368f6bcab56851e completed May 10, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_6a00465f66608190af8f07eba3f28f85 completed May 10, 2026, 8:48 a.m.
Created at: April 10, 2026, 1:30 a.m.