Triple
T979040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludacris |
E21124
|
entity |
| Predicate | filmAppearance |
P795
|
FINISHED |
| Object |
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.
|
E116426
|
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: Fast X | Statement: [Ludacris, filmAppearance, Fast X]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fast X Context triple: [Ludacris, filmAppearance, Fast X]
-
A.
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.
-
B.
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.
-
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.
The Expendables
The Expendables is an action film franchise centered on a team of elite mercenaries, known for its ensemble cast of veteran action stars and explosive, old-school combat sequences.
-
E.
Bad Boys for Life
Bad Boys for Life is a 2020 action-comedy film in the Bad Boys franchise, following Miami detectives Mike Lowrey and Marcus Burnett as they confront a vengeful cartel.
- 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: Fast X Triple: [Ludacris, filmAppearance, Fast X]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fast X Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
The Expendables
The Expendables is an action film franchise centered on a team of elite mercenaries, known for its ensemble cast of veteran action stars and explosive, old-school combat sequences.
-
E.
Bad Boys for Life
Bad Boys for Life is a 2020 action-comedy film in the Bad Boys franchise, following Miami detectives Mike Lowrey and Marcus Burnett as they confront a vengeful cartel.
- 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_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. |
| NEDg | Description generation | batch_69ac1d3b36c08190852dc68a1dc282f2 |
completed | March 7, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1ded444c81909a7b9f9e3869bd38 |
completed | March 7, 2026, 12:45 p.m. |
Created at: March 1, 2026, 7:40 p.m.