Triple
T10383004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathalie Emmanuel |
E244687
|
entity |
| Predicate | characterInWork |
P12208
|
FINISHED |
| Object |
Ramsey in Fast X
Ramsey in Fast X is a brilliant hacker and member of Dominic Toretto’s crew, portrayed by Nathalie Emmanuel in the Fast & Furious film franchise.
|
E859899
|
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: Ramsey in Fast X | Statement: [Nathalie Emmanuel, characterInWork, Ramsey in Fast X]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast X Context triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast X]
-
A.
Fast X
Fast X is a 2023 action film in the Fast & Furious franchise that continues the high-octane saga of Dominic Toretto and his crew facing a new, vengeful adversary.
-
B.
Fast & Furious Crossroads
Fast & Furious Crossroads is a team-based vehicular action video game set in the Fast & Furious universe, featuring cinematic heists, high-speed chases, and an original story tied to the film franchise.
-
C.
Fast & Furious
Fast & Furious is a blockbuster action film franchise centered on high-speed street racing, elaborate heists, and a tight-knit crew that treats each other like family.
-
D.
Hattie Shaw in Fast & Furious Presents: Hobbs & Shaw
Hattie Shaw is a skilled MI6 field agent and the estranged sister of Deckard Shaw who becomes central to the plot of Fast & Furious Presents: Hobbs & Shaw.
-
E.
Fast & Furious: Spy Racers
Fast & Furious: Spy Racers is an animated action-adventure television series for younger audiences set in the Fast & Furious universe, following a team of teen spies who use high-tech cars to take on global threats.
- 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: Ramsey in Fast X Triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast X]
Generated description
Ramsey in Fast X is a brilliant hacker and member of Dominic Toretto’s crew, portrayed by Nathalie Emmanuel in the Fast & Furious film franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast X Target entity description: Ramsey in Fast X is a brilliant hacker and member of Dominic Toretto’s crew, portrayed by Nathalie Emmanuel in the Fast & Furious film franchise.
-
A.
Fast X
Fast X is a 2023 action film in the Fast & Furious franchise that continues the high-octane saga of Dominic Toretto and his crew facing a new, vengeful adversary.
-
B.
Fast & Furious Crossroads
Fast & Furious Crossroads is a team-based vehicular action video game set in the Fast & Furious universe, featuring cinematic heists, high-speed chases, and an original story tied to the film franchise.
-
C.
Fast & Furious
Fast & Furious is a blockbuster action film franchise centered on high-speed street racing, elaborate heists, and a tight-knit crew that treats each other like family.
-
D.
Hattie Shaw in Fast & Furious Presents: Hobbs & Shaw
Hattie Shaw is a skilled MI6 field agent and the estranged sister of Deckard Shaw who becomes central to the plot of Fast & Furious Presents: Hobbs & Shaw.
-
E.
Fast & Furious: Spy Racers
Fast & Furious: Spy Racers is an animated action-adventure television series for younger audiences set in the Fast & Furious universe, following a team of teen spies who use high-tech cars to take on global threats.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9a2aafc8190aa11d14852fa1599 |
completed | April 7, 2026, 11:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7959b6c2c819085b606280024c0f9 |
completed | April 9, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69d799bd91e4819085fbd44d524aaf97 |
completed | April 9, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d79a6086fc8190ab8454a216dfda8c |
completed | April 9, 2026, 12:24 p.m. |
Created at: April 6, 2026, 12:04 p.m.