Triple

T12164602
Position Surface form Disambiguated ID Type / Status
Subject Saw III E289796 entity
Predicate featuresCharacter P626 FINISHED
Object Detective Mark Hoffman
Detective Mark Hoffman is a central antagonist in the Saw horror film franchise, known as a corrupt police detective who becomes an apprentice to the Jigsaw Killer.
E966589 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: Detective Mark Hoffman | Statement: [Saw III, featuresCharacter, Detective Mark Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Mark Hoffman
Context triple: [Saw III, featuresCharacter, Detective Mark Hoffman]
  • A. Detective Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • B. Detective Joel Stevens
    Detective Joel Stevens is a central police investigator in the television drama "Boomtown," known for his complex moral struggles and nuanced approach to solving crimes in Los Angeles.
  • C. Detective Bill Reimers
    Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
  • D. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • E. Detective Ben Caldwell
    Detective Ben Caldwell is a fictional law enforcement officer portrayed by actor Victor Rasuk, known for his role in crime and drama television 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: Detective Mark Hoffman
Triple: [Saw III, featuresCharacter, Detective Mark Hoffman]
Generated description
Detective Mark Hoffman is a central antagonist in the Saw horror film franchise, known as a corrupt police detective who becomes an apprentice to the Jigsaw Killer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Mark Hoffman
Target entity description: Detective Mark Hoffman is a central antagonist in the Saw horror film franchise, known as a corrupt police detective who becomes an apprentice to the Jigsaw Killer.
  • A. Detective Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • B. Detective Joel Stevens
    Detective Joel Stevens is a central police investigator in the television drama "Boomtown," known for his complex moral struggles and nuanced approach to solving crimes in Los Angeles.
  • C. Detective Bill Reimers
    Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
  • D. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • E. Detective Ben Caldwell
    Detective Ben Caldwell is a fictional law enforcement officer portrayed by actor Victor Rasuk, known for his role in crime and drama television 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c498a081908389598d0c247505 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a2716081909620a9d11cfcc2d8 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:50 p.m.