Triple
T8661539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shea Whigham |
E205558
|
entity |
| Predicate | hasRole |
P161
|
FINISHED |
| Object |
Agent Michael Stasiak in Fast & Furious franchise
Agent Michael Stasiak is a persistent and often antagonistic federal law enforcement officer who repeatedly clashes with Dominic Toretto and Brian O’Conner throughout the Fast & Furious film series.
|
E748981
|
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: Agent Michael Stasiak in Fast & Furious franchise | Statement: [Shea Whigham, hasRole, Agent Michael Stasiak in Fast & Furious franchise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agent Michael Stasiak in Fast & Furious franchise Context triple: [Shea Whigham, hasRole, Agent Michael Stasiak in Fast & Furious franchise]
-
A.
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.
-
B.
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.
-
C.
Javier J. Rivera in Fast & Furious franchise
Javier J. Rivera is a character in the Fast & Furious film franchise portrayed by actor John Ortiz.
-
D.
Dominic Toretto
Dominic Toretto is a street-racing ex-convict turned elite heist leader and fiercely loyal patriarch who serves as the central protagonist of the Fast & Furious film franchise.
-
E.
Mia Toretto
Mia Toretto is a central character in the Fast & Furious franchise, known as Dominic Toretto’s sister and Brian O’Conner’s love interest who often serves as the emotional core of the crew.
- 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: Agent Michael Stasiak in Fast & Furious franchise Triple: [Shea Whigham, hasRole, Agent Michael Stasiak in Fast & Furious franchise]
Generated description
Agent Michael Stasiak is a persistent and often antagonistic federal law enforcement officer who repeatedly clashes with Dominic Toretto and Brian O’Conner throughout the Fast & Furious film series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agent Michael Stasiak in Fast & Furious franchise Target entity description: Agent Michael Stasiak is a persistent and often antagonistic federal law enforcement officer who repeatedly clashes with Dominic Toretto and Brian O’Conner throughout the Fast & Furious film series.
-
A.
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.
-
B.
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.
-
C.
Javier J. Rivera in Fast & Furious franchise
Javier J. Rivera is a character in the Fast & Furious film franchise portrayed by actor John Ortiz.
-
D.
Dominic Toretto
Dominic Toretto is a street-racing ex-convict turned elite heist leader and fiercely loyal patriarch who serves as the central protagonist of the Fast & Furious film franchise.
-
E.
Mia Toretto
Mia Toretto is a central character in the Fast & Furious franchise, known as Dominic Toretto’s sister and Brian O’Conner’s love interest who often serves as the emotional core of the crew.
- 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc487147248190b5f1bff836a11e68 |
completed | March 31, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ceccfda1dc8190a3b93b1c7e813f33 |
completed | April 2, 2026, 8:09 p.m. |
| NEDg | Description generation | batch_69cece8d530081908f5a52d5d76bd414 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecf7c66308190b9fb87bc0ab510a8 |
completed | April 2, 2026, 8:20 p.m. |
Created at: March 30, 2026, 6:30 p.m.