Triple

T23436151
Position Surface form Disambiguated ID Type / Status
Subject Bad and Crazy E563465 entity
Predicate plotSummary P264 FINISHED
Object Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.
Bad and Crazy is a South Korean action-comedy drama series that blends crime, psychological thriller, and dark humor as it follows a morally compromised detective forced to confront his inner alter ego in a quest for justice.
E1585442 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: Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice. | Statement: [Bad and Crazy, plotSummary, Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.
Context triple: [Bad and Crazy, plotSummary, Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.]
  • A. Crime Master (Noir)
    Crime Master (Noir) is a masked crime boss and underworld figure in the Spider-Man Noir universe who serves as one of that version of Spider-Man’s primary adversaries.
  • B. Wrong Cops
    Wrong Cops is a dark comedy film by Quentin Dupieux that follows a group of corrupt, absurdly inept police officers engaging in bizarre and unethical antics.
  • C. CRASH anti-gang unit
    The CRASH anti-gang unit was a specialized Los Angeles Police Department task force focused on combating gang activity, later infamous for widespread corruption and misconduct scandals.
  • D. K.C. Undercover
    K.C. Undercover is a Disney Channel action-comedy television series starring Zendaya as a high school student who secretly works as a teenage spy.
  • E. Detective Ryan Lopez in Gang Related
    Detective Ryan Lopez in Gang Related is the conflicted LAPD officer who secretly works for a powerful Latino gang while struggling between loyalty to his criminal “family” and his duty as a cop.
  • 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: Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.
Triple: [Bad and Crazy, plotSummary, Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.]
Generated description
Bad and Crazy is a South Korean action-comedy drama series that blends crime, psychological thriller, and dark humor as it follows a morally compromised detective forced to confront his inner alter ego in a quest for justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad and Crazy follows corrupt detective Ryu Soo-yeol, whose life changes when a mysterious helmeted vigilante named K, representing his split personality, appears to push him toward justice.
Target entity description: Bad and Crazy is a South Korean action-comedy drama series that blends crime, psychological thriller, and dark humor as it follows a morally compromised detective forced to confront his inner alter ego in a quest for justice.
  • A. Crime Master (Noir)
    Crime Master (Noir) is a masked crime boss and underworld figure in the Spider-Man Noir universe who serves as one of that version of Spider-Man’s primary adversaries.
  • B. Wrong Cops
    Wrong Cops is a dark comedy film by Quentin Dupieux that follows a group of corrupt, absurdly inept police officers engaging in bizarre and unethical antics.
  • C. CRASH anti-gang unit
    The CRASH anti-gang unit was a specialized Los Angeles Police Department task force focused on combating gang activity, later infamous for widespread corruption and misconduct scandals.
  • D. K.C. Undercover
    K.C. Undercover is a Disney Channel action-comedy television series starring Zendaya as a high school student who secretly works as a teenage spy.
  • E. Detective Ryan Lopez in Gang Related
    Detective Ryan Lopez in Gang Related is the conflicted LAPD officer who secretly works for a powerful Latino gang while struggling between loyalty to his criminal “family” and his duty as a cop.
  • 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_69e24553980c8190bb66a2ae0bdab125 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a5dbdf248190a09e971f2718d01f completed April 29, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67b161548190a9017a58147e6201 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72171580819097c9f287d501ae7e completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76c54ba08190be8f46bacb22b6a3 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:50 p.m.