Triple

T16797207
Position Surface form Disambiguated ID Type / Status
Subject Bodhi Elfman E408263 entity
Predicate notableRole P22 FINISHED
Object Peter Lewis in Criminal Minds
Peter Lewis, also known as "Mr. Scratch," is a notorious and psychologically manipulative serial killer and recurring unsub on the TV series Criminal Minds.
 E1233126 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: Peter Lewis in Criminal Minds | Statement: [Bodhi Elfman, notableRole, Peter Lewis in Criminal Minds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Lewis in Criminal Minds
Context triple: [Bodhi Elfman, notableRole, Peter Lewis in Criminal Minds]
  • A. Alex Blake in Criminal Minds
    Alex Blake is a seasoned FBI linguistics expert and profiler on the television series "Criminal Minds," known for her analytical mind and calm, empathetic demeanor.
  • B. Luke Alvez, Criminal Minds
    Luke Alvez is a former Army Ranger and FBI agent who joins the Behavioral Analysis Unit as a skilled profiler and fugitive tracker in the TV series "Criminal Minds."
  • C. William Lewis in Law & Order: Special Victims Unit
    William Lewis in Law & Order: Special Victims Unit is a sadistic and manipulative serial rapist and killer who serves as one of the series’ most notorious and psychologically tormenting antagonists, particularly to Detective Olivia Benson.
  • D. Craig O’Laughlin in The Mentalist
    Craig O’Laughlin in *The Mentalist* is a recurring FBI agent character who becomes Grace Van Pelt’s fiancé before being revealed as a mole working for the serial killer Red John.
  • E. Nick Stokes – CSI: Crime Scene Investigation
    Nick Stokes is a dedicated and empathetic crime scene investigator on the television series "CSI: Crime Scene Investigation," known for his strong moral compass and hands-on approach to forensic work.
  • 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: Peter Lewis in Criminal Minds
Triple: [Bodhi Elfman, notableRole, Peter Lewis in Criminal Minds]
Generated description
Peter Lewis, also known as "Mr. Scratch," is a notorious and psychologically manipulative serial killer and recurring unsub on the TV series Criminal Minds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Lewis in Criminal Minds
Target entity description: Peter Lewis, also known as "Mr. Scratch," is a notorious and psychologically manipulative serial killer and recurring unsub on the TV series Criminal Minds.
  • A. Alex Blake in Criminal Minds
    Alex Blake is a seasoned FBI linguistics expert and profiler on the television series "Criminal Minds," known for her analytical mind and calm, empathetic demeanor.
  • B. Luke Alvez, Criminal Minds
    Luke Alvez is a former Army Ranger and FBI agent who joins the Behavioral Analysis Unit as a skilled profiler and fugitive tracker in the TV series "Criminal Minds."
  • C. William Lewis in Law & Order: Special Victims Unit
    William Lewis in Law & Order: Special Victims Unit is a sadistic and manipulative serial rapist and killer who serves as one of the series’ most notorious and psychologically tormenting antagonists, particularly to Detective Olivia Benson.
  • D. Craig O’Laughlin in The Mentalist
    Craig O’Laughlin in *The Mentalist* is a recurring FBI agent character who becomes Grace Van Pelt’s fiancé before being revealed as a mole working for the serial killer Red John.
  • E. Nick Stokes – CSI: Crime Scene Investigation
    Nick Stokes is a dedicated and empathetic crime scene investigator on the television series "CSI: Crime Scene Investigation," known for his strong moral compass and hands-on approach to forensic work.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2ab08e8819097072a23c4a62392 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab109694819094c696904faf0418 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ab8a416c819097ed3d6c915ac373 completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac301f188190ae25d5ae7a39eb34 completed May 10, 2026, 4:02 p.m.
Created at: April 10, 2026, 5:22 a.m.