Triple

T9984017
Position Surface form Disambiguated ID Type / Status
Subject Boomtown E196520 entity
Predicate character P662 FINISHED
Object 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.
E834266 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 Joel Stevens | Statement: [Boomtown, character, Detective Joel Stevens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Joel Stevens
Context triple: [Boomtown, character, Detective Joel Stevens]
  • A. 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.
  • B. 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."
  • 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 Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • E. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • 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 Joel Stevens
Triple: [Boomtown, character, Detective Joel Stevens]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Joel Stevens
Target entity description: 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.
  • A. 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.
  • B. 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."
  • 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 Michael Hitchcock
    Detective Michael Hitchcock is a bumbling, often clueless but oddly experienced detective from the comedy series "Brooklyn Nine-Nine."
  • E. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bdc0388190bbbd4bdc5ac3adec completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257f3c59481909b90896be0f3a870 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d25889b0f08190a28c5401417fe3cc completed April 5, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:49 p.m.