Triple

T7499294
Position Surface form Disambiguated ID Type / Status
Subject Unbreakable E177217 entity
Predicate characterPortrayedBy P1507 FINISHED
Object 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."
E668078 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: David Dunn – Bruce Willis | Statement: [Unbreakable, characterPortrayedBy, David Dunn – Bruce Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Dunn – Bruce Willis
Context triple: [Unbreakable, characterPortrayedBy, David Dunn – Bruce Willis]
  • A. Ben Stiller as David Starsky
    Ben Stiller as David Starsky refers to Stiller’s comedic portrayal of the energetic, streetwise detective David Starsky in the 2004 film adaptation of the classic TV series "Starsky & Hutch."
  • B. John McClane
    John McClane is the tough, wisecracking New York cop and everyman action hero famously portrayed by Bruce Willis in the Die Hard film series.
  • C. Harry Callahan
    Harry Callahan is a fictional tough, rule-bending San Francisco police inspector famously portrayed by Clint Eastwood in the "Dirty Harry" film series.
  • D. David Starsky
    David Starsky is a fictional, streetwise and energetic undercover detective from the 1970s television series "Starsky & Hutch," known for his close partnership with Ken "Hutch" Hutchinson and their iconic red Ford Gran Torino.
  • E. Arnold Schwarzenegger as Detective John Kimble
    Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
  • 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: David Dunn – Bruce Willis
Triple: [Unbreakable, characterPortrayedBy, David Dunn – Bruce Willis]
Generated description
David Dunn is the quietly unassuming security guard who discovers his extraordinary invulnerability and latent superhero abilities in M. Night Shyamalan’s film "Unbreakable."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Dunn – Bruce Willis
Target entity description: David Dunn is the quietly unassuming security guard who discovers his extraordinary invulnerability and latent superhero abilities in M. Night Shyamalan’s film "Unbreakable."
  • A. Ben Stiller as David Starsky
    Ben Stiller as David Starsky refers to Stiller’s comedic portrayal of the energetic, streetwise detective David Starsky in the 2004 film adaptation of the classic TV series "Starsky & Hutch."
  • B. John McClane
    John McClane is the tough, wisecracking New York cop and everyman action hero famously portrayed by Bruce Willis in the Die Hard film series.
  • C. Harry Callahan
    Harry Callahan is a fictional tough, rule-bending San Francisco police inspector famously portrayed by Clint Eastwood in the "Dirty Harry" film series.
  • D. David Starsky
    David Starsky is a fictional, streetwise and energetic undercover detective from the 1970s television series "Starsky & Hutch," known for his close partnership with Ken "Hutch" Hutchinson and their iconic red Ford Gran Torino.
  • E. Arnold Schwarzenegger as Detective John Kimble
    Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
  • 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_69c69f2696688190915a8458f2398211 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f597a0c08190b34fa283a11d98c7 completed March 27, 2026, 9:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c900ad081908506a2097f7fd30b completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83d27190481909e6659ef83d3fde7 completed March 28, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69c83de0163c8190a16ea88ef24269d9 completed March 28, 2026, 8:45 p.m.
Created at: March 27, 2026, 3:44 p.m.