Triple

T11485754
Position Surface form Disambiguated ID Type / Status
Subject Darker: Fifty Shades Darker as Told by Christian E272270 entity
Predicate hasCharacter P2308 FINISHED
Object Leila Williams
Leila Williams is a troubled former submissive of Christian Grey whose obsessive behavior and psychological instability create a major source of tension and danger in the Fifty Shades series.
E928717 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: Leila Williams | Statement: [Darker: Fifty Shades Darker as Told by Christian, hasCharacter, Leila Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leila Williams
Context triple: [Darker: Fifty Shades Darker as Told by Christian, hasCharacter, Leila Williams]
  • A. Leila Smith
    Leila Smith is a film producer known for her work on the science fiction action movie "Lockout."
  • B. Tenitra Michelle Williams
    Tenitra Michelle Williams is an American singer and actress best known as a member of the Grammy-winning R&B girl group Destiny's Child and for her work in gospel music and musical theatre.
  • C. Aisha Morris
    Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
  • D. Jessica Williams
    Jessica Williams is an American actress and comedian best known as a former correspondent on The Daily Show and for her roles in films and television series such as The Incredible Jessica James and Love Life.
  • E. Yvette Williams
    Yvette Williams was a pioneering New Zealand long jumper and Olympic gold medallist who became one of the country’s most celebrated track and field athletes of the 1950s.
  • 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: Leila Williams
Triple: [Darker: Fifty Shades Darker as Told by Christian, hasCharacter, Leila Williams]
Generated description
Leila Williams is a troubled former submissive of Christian Grey whose obsessive behavior and psychological instability create a major source of tension and danger in the Fifty Shades series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leila Williams
Target entity description: Leila Williams is a troubled former submissive of Christian Grey whose obsessive behavior and psychological instability create a major source of tension and danger in the Fifty Shades series.
  • A. Leila Smith
    Leila Smith is a film producer known for her work on the science fiction action movie "Lockout."
  • B. Tenitra Michelle Williams
    Tenitra Michelle Williams is an American singer and actress best known as a member of the Grammy-winning R&B girl group Destiny's Child and for her work in gospel music and musical theatre.
  • C. Aisha Morris
    Aisha Morris is the daughter of musician Stevie Wonder, widely known as the baby celebrated in his song "Isn't She Lovely."
  • D. Jessica Williams
    Jessica Williams is an American actress and comedian best known as a former correspondent on The Daily Show and for her roles in films and television series such as The Incredible Jessica James and Love Life.
  • E. Yvette Williams
    Yvette Williams was a pioneering New Zealand long jumper and Olympic gold medallist who became one of the country’s most celebrated track and field athletes of the 1950s.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1ea00c8190b42cdc13a6bc61c3 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e60451a89081909f9534fee6cb809f completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.