Triple
T979032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Fast & Furious film franchise |
E54547
|
NE FINISHED |
How this triple was built (2 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 film franchise | Statement: [Ludacris, knownFor, Fast & Furious film franchise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fast & Furious film franchise Context triple: [Ludacris, knownFor, Fast & Furious film franchise]
-
A.
Fast & Furious
chosen
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.
-
B.
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.
-
C.
John Wick film series
The John Wick film series is a neo-noir action franchise starring Keanu Reeves as a legendary hitman drawn back into the criminal underworld, renowned for its stylized gun-fu combat and minimalist storytelling.
-
D.
Fast & Furious Presents: Hobbs & Shaw
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.
-
E.
Need for Speed (2014 film)
Need for Speed (2014 film) is an action-packed racing movie based on the popular video game series, following a street racer seeking revenge through high-stakes cross-country car battles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b479e8f081908183448c36244e1f |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1cde59ac8190a04e3412805bc130 |
completed | March 7, 2026, 12:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.