Triple

T2172749
Position Surface form Disambiguated ID Type / Status
Subject Dennis Hopper E48460 entity
Predicate portrayedCharacter P1668 FINISHED
Object Frank Booth in Blue Velvet
Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
E238639 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: Frank Booth in Blue Velvet | Statement: [Dennis Hopper, portrayedCharacter, Frank Booth in Blue Velvet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Booth in Blue Velvet
Context triple: [Dennis Hopper, portrayedCharacter, Frank Booth in Blue Velvet]
  • A. Travis Bickle
    Travis Bickle is the mentally unstable, alienated Vietnam War veteran who becomes a vigilante in Martin Scorsese’s film "Taxi Driver."
  • B. Tom Ripley
    Tom Ripley is a charming yet deeply amoral con artist and serial imposter best known as the psychologically complex antihero of Patricia Highsmith’s crime novels.
  • C. Buffalo Bill (Jame Gumb)
    Buffalo Bill (Jame Gumb) is the fictional serial killer and primary antagonist in Thomas Harris's novel and its film adaptation "The Silence of the Lambs," known for his gruesome crimes that drive the story's investigation.
  • D. Thomas Ripley
    Thomas Ripley was an 18th-century English architect and master carpenter known for his work on prominent country houses and public buildings, including contributions to Palladian architecture.
  • E. Daniel Plainview in There Will Be Blood
    Daniel Plainview in *There Will Be Blood* is a ruthless early-20th-century oil prospector whose obsessive pursuit of wealth and power leads to moral and psychological ruin.
  • 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: Frank Booth in Blue Velvet
Triple: [Dennis Hopper, portrayedCharacter, Frank Booth in Blue Velvet]
Generated description
Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Booth in Blue Velvet
Target entity description: Frank Booth in Blue Velvet is a sadistic, psychotic criminal and one of cinema’s most disturbing villains, known for his volatile behavior, sexual violence, and menacing presence in David Lynch’s 1986 film.
  • A. Travis Bickle
    Travis Bickle is the mentally unstable, alienated Vietnam War veteran who becomes a vigilante in Martin Scorsese’s film "Taxi Driver."
  • B. Tom Ripley
    Tom Ripley is a charming yet deeply amoral con artist and serial imposter best known as the psychologically complex antihero of Patricia Highsmith’s crime novels.
  • C. Buffalo Bill (Jame Gumb)
    Buffalo Bill (Jame Gumb) is the fictional serial killer and primary antagonist in Thomas Harris's novel and its film adaptation "The Silence of the Lambs," known for his gruesome crimes that drive the story's investigation.
  • D. Thomas Ripley
    Thomas Ripley was an 18th-century English architect and master carpenter known for his work on prominent country houses and public buildings, including contributions to Palladian architecture.
  • E. Daniel Plainview in There Will Be Blood
    Daniel Plainview in *There Will Be Blood* is a ruthless early-20th-century oil prospector whose obsessive pursuit of wealth and power leads to moral and psychological ruin.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbec98a648190907ef4c6cad916d3 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f6c8c8819081a06861f6133fe9 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5989f054819082f36e5515bec3ca completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a140b0c8190beb470d69da0b439 completed March 9, 2026, 5:26 a.m.
Created at: March 4, 2026, 7:45 p.m.