Triple
T10383001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathalie Emmanuel |
E244687
|
entity |
| Predicate | characterInWork |
P12208
|
FINISHED |
| Object |
Ramsey in Fast & Furious 7
Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
|
E859898
|
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 & Furious 7 | Statement: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast & Furious 7 Context triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
-
A.
Furious 7
Furious 7 is a 2015 action film in the Fast & Furious franchise, known for its high-octane stunts and serving as Paul Walker’s final appearance in the series.
-
B.
Arturo Braga in Fast & Furious
Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
-
C.
Tej Parker in The Fast and the Furious series
Tej Parker in The Fast and the Furious series is a tech-savvy mechanic and hacker who becomes a key member of Dominic Toretto’s crew, known for his intelligence, resourcefulness, and comic relief.
-
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 6
Fast & Furious 6 is a 2013 action film in the Fast & Furious franchise that follows Dominic Toretto’s crew as they work with a federal agent to take down a skilled mercenary organization across Europe.
- 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 & Furious 7 Triple: [Nathalie Emmanuel, characterInWork, Ramsey in Fast & Furious 7]
Generated description
Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramsey in Fast & Furious 7 Target entity description: Ramsey in Fast & Furious 7 is a brilliant hacker who joins Dominic Toretto's crew after creating the powerful God's Eye surveillance program.
-
A.
Furious 7
Furious 7 is a 2015 action film in the Fast & Furious franchise, known for its high-octane stunts and serving as Paul Walker’s final appearance in the series.
-
B.
Arturo Braga in Fast & Furious
Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
-
C.
Tej Parker in The Fast and the Furious series
Tej Parker in The Fast and the Furious series is a tech-savvy mechanic and hacker who becomes a key member of Dominic Toretto’s crew, known for his intelligence, resourcefulness, and comic relief.
-
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 6
Fast & Furious 6 is a 2013 action film in the Fast & Furious franchise that follows Dominic Toretto’s crew as they work with a federal agent to take down a skilled mercenary organization across Europe.
- 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.