Triple
T12368593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brant Daugherty |
E294935
|
entity |
| Predicate | characterInWork |
P12208
|
FINISHED |
| Object |
Luke Sawyer in Fifty Shades Freed
Luke Sawyer in Fifty Shades Freed is a security detail and bodyguard assigned to protect Anastasia Steele and Christian Grey, playing a supporting role in the film’s suspense and action elements.
|
E978087
|
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: Luke Sawyer in Fifty Shades Freed | Statement: [Brant Daugherty, characterInWork, Luke Sawyer in Fifty Shades Freed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Sawyer in Fifty Shades Freed Context triple: [Brant Daugherty, characterInWork, Luke Sawyer in Fifty Shades Freed]
-
A.
Gia Matteo in Fifty Shades Freed
Gia Matteo in Fifty Shades Freed is a glamorous, ambitious architect hired by Christian Grey whose flirtatious behavior creates tension and jealousy in his relationship with Anastasia.
-
B.
Christian Grey
Christian Grey is the wealthy, enigmatic businessman and dominant love interest at the center of the erotic romance series "Fifty Shades of Grey."
-
C.
Jose Rodriguez in Fifty Shades of Grey
Jose Rodriguez in Fifty Shades of Grey is a close friend of Anastasia Steele and an aspiring photographer whose unrequited feelings for her create tension with Christian Grey.
-
D.
Andrea (Christian Grey’s assistant)
Andrea is Christian Grey’s highly efficient and discreet personal assistant in the Fifty Shades series, managing his schedule and professional affairs at Grey Enterprises Holdings.
-
E.
Sebastian Henshaw
Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
- 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: Luke Sawyer in Fifty Shades Freed Triple: [Brant Daugherty, characterInWork, Luke Sawyer in Fifty Shades Freed]
Generated description
Luke Sawyer in Fifty Shades Freed is a security detail and bodyguard assigned to protect Anastasia Steele and Christian Grey, playing a supporting role in the film’s suspense and action elements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Sawyer in Fifty Shades Freed Target entity description: Luke Sawyer in Fifty Shades Freed is a security detail and bodyguard assigned to protect Anastasia Steele and Christian Grey, playing a supporting role in the film’s suspense and action elements.
-
A.
Gia Matteo in Fifty Shades Freed
Gia Matteo in Fifty Shades Freed is a glamorous, ambitious architect hired by Christian Grey whose flirtatious behavior creates tension and jealousy in his relationship with Anastasia.
-
B.
Christian Grey
Christian Grey is the wealthy, enigmatic businessman and dominant love interest at the center of the erotic romance series "Fifty Shades of Grey."
-
C.
Jose Rodriguez in Fifty Shades of Grey
Jose Rodriguez in Fifty Shades of Grey is a close friend of Anastasia Steele and an aspiring photographer whose unrequited feelings for her create tension with Christian Grey.
-
D.
Andrea (Christian Grey’s assistant)
Andrea is Christian Grey’s highly efficient and discreet personal assistant in the Fifty Shades series, managing his schedule and professional affairs at Grey Enterprises Holdings.
-
E.
Sebastian Henshaw
Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa65a608190a1597a49751185a8 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62abdad1c8190b083791d60138f2a |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62be4de888190aac94d441748d295 |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:54 p.m.