Triple

T8513455
Position Surface form Disambiguated ID Type / Status
Subject Bob Gunton E201512 entity
Predicate role P268 FINISHED
Object Chief George Earle in Demolition Man
Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
E738687 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: Chief George Earle in Demolition Man | Statement: [Bob Gunton, role, Chief George Earle in Demolition Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chief George Earle in Demolition Man
Context triple: [Bob Gunton, role, Chief George Earle in Demolition Man]
  • A. 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."
  • B. Major William Cage
    Major William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public affairs officer who becomes caught in a time loop while fighting an alien invasion.
  • C. Frank Nugent in The Negotiator
    Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
  • D. Alex Murphy / RoboCop
    Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
  • E. Johnny Cage
    Johnny Cage is a cocky Hollywood action movie star and skilled martial artist known for his flashy moves and comic relief role in the Mortal Kombat fighting game series.
  • 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: Chief George Earle in Demolition Man
Triple: [Bob Gunton, role, Chief George Earle in Demolition Man]
Generated description
Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chief George Earle in Demolition Man
Target entity description: Chief George Earle in Demolition Man is the authoritarian, by-the-book police chief of the sanitized future Los Angeles who clashes with the film’s more aggressive protagonists.
  • A. 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."
  • B. Major William Cage
    Major William Cage is the protagonist of the science fiction film "Edge of Tomorrow," a military public affairs officer who becomes caught in a time loop while fighting an alien invasion.
  • C. Frank Nugent in The Negotiator
    Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
  • D. Alex Murphy / RoboCop
    Alex Murphy, better known as RoboCop, is a cyborg law enforcement officer from the science fiction film series who embodies themes of identity, justice, and the fusion of man and machine.
  • E. Johnny Cage
    Johnny Cage is a cocky Hollywood action movie star and skilled martial artist known for his flashy moves and comic relief role in the Mortal Kombat fighting game series.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60cdfcc819081a9be1229378ba0 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e4e64f481908ddf99570fe59332 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.