Triple

T979037
Position Surface form Disambiguated ID Type / Status
Subject Ludacris E21124 entity
Predicate filmAppearance P795 FINISHED
Object 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.
 E117210 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: Furious 7 | Statement: [Ludacris, filmAppearance, Furious 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Furious 7
Context triple: [Ludacris, filmAppearance, Furious 7]
  • A. 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.
  • 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. 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.
  • D. 2 Fast 2 Furious
    2 Fast 2 Furious is a 2003 action film in the Fast & Furious franchise that follows ex-cop Brian O'Conner as he goes undercover in Miami's street racing scene to take down a drug lord.
  • E. 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.
  • 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: Furious 7
Triple: [Ludacris, filmAppearance, Furious 7]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Furious 7
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. 2 Fast 2 Furious
    2 Fast 2 Furious is a 2003 action film in the Fast & Furious franchise that follows ex-cop Brian O'Conner as he goes undercover in Miami's street racing scene to take down a drug lord.
  • E. 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.
  • 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_69ac258909a88190b597a72cd6c0fa87 completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac2674f5b88190bb3416a249a63982 completed March 7, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69ac2704de788190857a3104180ccd21 completed March 7, 2026, 1:24 p.m.
Created at: March 1, 2026, 7:40 p.m.