Triple

T17036219
Position Surface form Disambiguated ID Type / Status
Subject The Artful Escape E413326 entity
Predicate director P255 FINISHED
Object Johnny Galvatron
Johnny Galvatron is an Australian musician, game designer, and creative director best known for leading the development of the psychedelic narrative adventure game *The Artful Escape*.
E1245949 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: Johnny Galvatron | Statement: [The Artful Escape, director, Johnny Galvatron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Galvatron
Context triple: [The Artful Escape, director, Johnny Galvatron]
  • A. Vic Rattlehead
    Vic Rattlehead is the skeletal, metal-clad mascot of the American thrash metal band Megadeth, symbolizing themes of censorship and the phrase "see no evil, hear no evil, speak no evil."
  • B. Korben Dallas
    Korben Dallas is the gruff yet heroic former special forces major-turned-taxi driver who becomes humanity’s reluctant savior in the sci-fi film "The Fifth Element."
  • C. Vic Vega
    Vic Vega, also known as Mr. Blonde, is a violent, sadistic criminal and one of the main characters in Quentin Tarantino's film "Reservoir Dogs."
  • D. Scoop DeVille
    Scoop DeVille is an American hip-hop record producer known for crafting hit singles for artists like Kendrick Lamar, Snoop Dogg, and Fat Joe.
  • E. Luke Short
    Luke Short was a famed 19th-century American gambler and gunfighter known for his role in several Old West conflicts and his associations with notable lawmen and outlaws.
  • 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: Johnny Galvatron
Triple: [The Artful Escape, director, Johnny Galvatron]
Generated description
Johnny Galvatron is an Australian musician, game designer, and creative director best known for leading the development of the psychedelic narrative adventure game *The Artful Escape*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Galvatron
Target entity description: Johnny Galvatron is an Australian musician, game designer, and creative director best known for leading the development of the psychedelic narrative adventure game *The Artful Escape*.
  • A. Vic Rattlehead
    Vic Rattlehead is the skeletal, metal-clad mascot of the American thrash metal band Megadeth, symbolizing themes of censorship and the phrase "see no evil, hear no evil, speak no evil."
  • B. Korben Dallas
    Korben Dallas is the gruff yet heroic former special forces major-turned-taxi driver who becomes humanity’s reluctant savior in the sci-fi film "The Fifth Element."
  • C. Vic Vega
    Vic Vega, also known as Mr. Blonde, is a violent, sadistic criminal and one of the main characters in Quentin Tarantino's film "Reservoir Dogs."
  • D. Scoop DeVille
    Scoop DeVille is an American hip-hop record producer known for crafting hit singles for artists like Kendrick Lamar, Snoop Dogg, and Fat Joe.
  • E. Luke Short
    Luke Short was a famed 19th-century American gambler and gunfighter known for his role in several Old West conflicts and his associations with notable lawmen and outlaws.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f26f50819085dfd0fbecd6394d completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5b71f48190b6c865d57668b5d1 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c2203f0819091a5b4aa7c339585 completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011cc70cb08190b53b6a7402139f93 completed May 11, 2026, 12:03 a.m.
Created at: April 10, 2026, 5:33 a.m.