Triple

T13140287
Position Surface form Disambiguated ID Type / Status
Subject Transformers: The Last Knight E312192 entity
Predicate mainCharacter P1183 FINISHED
Object Viviane Wembly
Viviane Wembly is a fictional Oxford professor and descendant of Merlin who becomes a key human ally in the film "Transformers: The Last Knight."
E1024792 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: Viviane Wembly | Statement: [Transformers: The Last Knight, mainCharacter, Viviane Wembly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Viviane Wembly
Context triple: [Transformers: The Last Knight, mainCharacter, Viviane Wembly]
  • A. Caitlyn Bairstow
    Caitlyn Bairstow is a Canadian voice actress known for her work in animated television series, films, and video games.
  • B. Wendie Renard
    Wendie Renard is a towering French central defender renowned for her leadership, aerial dominance, and long-term success with both Olympique Lyonnais and the France women’s national team.
  • C. Tina Kellegher
    Tina Kellegher is an Irish actress best known for her prominent role in the popular television drama series "Ballykissangel."
  • D. Billi FitzSimons
    Billi FitzSimons is an Australian journalist and editor, known for her work in digital media and as the daughter of prominent media figures Lisa Wilkinson and Peter FitzSimons.
  • E. Proserpine Garnett
    Proserpine Garnett is a supporting character in George Bernard Shaw’s play "Candida," serving as the typist and secretary in Reverend James Morell’s household.
  • 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: Viviane Wembly
Triple: [Transformers: The Last Knight, mainCharacter, Viviane Wembly]
Generated description
Viviane Wembly is a fictional Oxford professor and descendant of Merlin who becomes a key human ally in the film "Transformers: The Last Knight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Viviane Wembly
Target entity description: Viviane Wembly is a fictional Oxford professor and descendant of Merlin who becomes a key human ally in the film "Transformers: The Last Knight."
  • A. Caitlyn Bairstow
    Caitlyn Bairstow is a Canadian voice actress known for her work in animated television series, films, and video games.
  • B. Wendie Renard
    Wendie Renard is a towering French central defender renowned for her leadership, aerial dominance, and long-term success with both Olympique Lyonnais and the France women’s national team.
  • C. Tina Kellegher
    Tina Kellegher is an Irish actress best known for her prominent role in the popular television drama series "Ballykissangel."
  • D. Billi FitzSimons
    Billi FitzSimons is an Australian journalist and editor, known for her work in digital media and as the daughter of prominent media figures Lisa Wilkinson and Peter FitzSimons.
  • E. Proserpine Garnett
    Proserpine Garnett is a supporting character in George Bernard Shaw’s play "Candida," serving as the typist and secretary in Reverend James Morell’s household.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b84f1081908b9e2d54a64d4c2d completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae2c3848190b062fa8da7dc8a92 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f01e9c488190ad52280903c074da completed May 3, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69f6f0e5f94c81908f4707913dc5dc92 completed May 3, 2026, 6:53 a.m.
Created at: April 9, 2026, 9:10 p.m.