Triple
T9995915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Hobbs |
E197199
|
entity |
| Predicate | coLeadIn |
P43044
|
FINISHED |
| Object | Fast & Furious Presents: Hobbs & Shaw |
E38391
|
NE FINISHED |
How this triple was built (3 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: Fast & Furious Presents: Hobbs & Shaw | Statement: [Luke Hobbs, coLeadIn, Fast & Furious Presents: Hobbs & Shaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fast & Furious Presents: Hobbs & Shaw Context triple: [Luke Hobbs, coLeadIn, Fast & Furious Presents: Hobbs & Shaw]
-
A.
Fast & Furious Presents: Hobbs & Shaw
chosen
Fast & Furious Presents: Hobbs & Shaw is a 2019 action spin-off of the Fast & Furious franchise that pairs Dwayne Johnson and Jason Statham as reluctant partners facing a cyber-enhanced villain played by Idris Elba.
-
B.
Fast & Furious 9
Fast & Furious 9 is a 2021 action film in the Fast & Furious franchise that continues the high-octane saga of Dominic Toretto and his crew with gravity-defying stunts and family-centered drama.
-
C.
The Fate of the Furious
The Fate of the Furious is the eighth high-octane installment in the Fast & Furious action film franchise, centered on street racing, heists, and shifting family loyalties.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coLeadIn Context triple: [Luke Hobbs, coLeadIn, Fast & Furious Presents: Hobbs & Shaw]
-
A.
coLeaderWith
chosen
Indicates that two or more entities share a joint leadership role or position with equal or comparable authority.
-
B.
helpsLead
Indicates that one entity assists or contributes to another entity’s act of leading or guiding.
-
C.
leadingOrgan
Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
-
D.
leadSingle
Indicates that an entity serves as the primary or featured performer, contributor, or focus in a single work or instance.
-
E.
coCEOOf
Indicates that a person jointly holds the position of chief executive officer of an organization together with one or more other individuals.
- F. None of above.
Provenance (4 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcb9af6a88190942cc4991bd373c1 |
completed | April 2, 2026, 1:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d299f2a8908190a3a483350af0b5a9 |
completed | April 5, 2026, 5:20 p.m. |
| PD | Predicate disambiguation | batch_69cd1da07db88190945bcdab3ca82e71 |
completed | April 1, 2026, 1:29 p.m. |
Created at: March 30, 2026, 8:50 p.m.