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.