Triple

T5475723
Position Surface form Disambiguated ID Type / Status
Subject Stakeout E122946 entity
Predicate mainCharacter P1183 FINISHED
Object Detective Bill Reimers
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
 E524074 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 Bill Reimers | Statement: [Stakeout, mainCharacter, Detective Bill Reimers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Detective Bill Reimers
Context triple: [Stakeout, mainCharacter, Detective Bill Reimers]
  • A. Detective David Mills
    Detective David Mills is a young, impulsive homicide detective in the film "Se7en" who partners with a seasoned veteran to hunt a serial killer inspired by the seven deadly sins.
  • B. Detective Jack Graham
    Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
  • C. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • D. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • E. Detective Nathan Leckie
    Detective Nathan Leckie is a fictional police detective and key law-enforcement figure in the Australian crime drama film "Animal Kingdom."
  • 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 Bill Reimers
Triple: [Stakeout, mainCharacter, Detective Bill Reimers]
Generated description
Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Detective Bill Reimers
Target entity description: Detective Bill Reimers is a comedic police detective portrayed by Emilio Estevez in the 1987 buddy-cop film "Stakeout."
  • A. Detective David Mills
    Detective David Mills is a young, impulsive homicide detective in the film "Se7en" who partners with a seasoned veteran to hunt a serial killer inspired by the seven deadly sins.
  • B. Detective Jack Graham
    Detective Jack Graham is a supporting character in Alfred Hitchcock’s 1943 thriller "Shadow of a Doubt," serving as a government investigator who quietly probes the suspicions surrounding Uncle Charlie.
  • C. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • D. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • E. Detective Nathan Leckie
    Detective Nathan Leckie is a fictional police detective and key law-enforcement figure in the Australian crime drama film "Animal Kingdom."
  • 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd923465c88190ad9c1b75b268f7ca completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c7a61848190970a4e34696791eb completed March 22, 2026, 4:13 a.m.
NEDg Description generation batch_69bf6d9f672c8190a199a98a5857bafc completed March 22, 2026, 4:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf6de470348190b67c4d5b38c974cf completed March 22, 2026, 4:19 a.m.
Created at: March 20, 2026, 2:09 p.m.