Triple

T20241745
Position Surface form Disambiguated ID Type / Status
Subject Last Man Standing E498312 entity
Predicate portrays P264 FINISHED
Object Bruce Willis as John Smith
Bruce Willis as John Smith is the stoic, gunslinging hitman protagonist of the Prohibition-era action film "Last Man Standing," known for his laconic demeanor and relentless efficiency.
E1419600 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: Bruce Willis as John Smith | Statement: [Last Man Standing, portrays, Bruce Willis as John Smith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruce Willis as John Smith
Context triple: [Last Man Standing, portrays, Bruce Willis as John Smith]
  • A. Bruce Willis as Dwayne Hoover
    Bruce Willis as Dwayne Hoover is Bruce Willis’s portrayal of a mentally unstable, wealthy car dealer in the film adaptation of Kurt Vonnegut’s satirical novel "Breakfast of Champions."
  • B. Bruce Willis as RJ
    Bruce Willis as RJ refers to the actor’s portrayal of a fast-talking, opportunistic raccoon who leads a group of suburban animals in the animated film "Over the Hedge."
  • C. Kurt Russell as Jack Burton
    Kurt Russell as Jack Burton is the wisecracking, overconfident truck driver hero of the cult classic action-comedy film "Big Trouble in Little China."
  • D. William Devereaux – Bruce Willis
    William Devereaux is the tough, morally conflicted U.S. Army general played by Bruce Willis in the political thriller film "The Siege."
  • E. David Dunn – Bruce Willis
    David Dunn is the quietly unassuming security guard who discovers his extraordinary invulnerability and latent superhero abilities in M. Night Shyamalan’s film "Unbreakable."
  • 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: Bruce Willis as John Smith
Triple: [Last Man Standing, portrays, Bruce Willis as John Smith]
Generated description
Bruce Willis as John Smith is the stoic, gunslinging hitman protagonist of the Prohibition-era action film "Last Man Standing," known for his laconic demeanor and relentless efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruce Willis as John Smith
Target entity description: Bruce Willis as John Smith is the stoic, gunslinging hitman protagonist of the Prohibition-era action film "Last Man Standing," known for his laconic demeanor and relentless efficiency.
  • A. Bruce Willis as Dwayne Hoover
    Bruce Willis as Dwayne Hoover is Bruce Willis’s portrayal of a mentally unstable, wealthy car dealer in the film adaptation of Kurt Vonnegut’s satirical novel "Breakfast of Champions."
  • B. Bruce Willis as RJ
    Bruce Willis as RJ refers to the actor’s portrayal of a fast-talking, opportunistic raccoon who leads a group of suburban animals in the animated film "Over the Hedge."
  • C. Kurt Russell as Jack Burton
    Kurt Russell as Jack Burton is the wisecracking, overconfident truck driver hero of the cult classic action-comedy film "Big Trouble in Little China."
  • D. William Devereaux – Bruce Willis
    William Devereaux is the tough, morally conflicted U.S. Army general played by Bruce Willis in the political thriller film "The Siege."
  • E. David Dunn – Bruce Willis
    David Dunn is the quietly unassuming security guard who discovers his extraordinary invulnerability and latent superhero abilities in M. Night Shyamalan’s film "Unbreakable."
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716eabf48190ae4e760f472114bd completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b943cd081908adc2023e684d951 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084c3423188190b2c29ede28115174 completed May 16, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_6a084d0ac2f881909be142d6b30cc9ec completed May 16, 2026, 10:55 a.m.
Created at: April 11, 2026, 11:40 p.m.