Triple

T23148016
Position Surface form Disambiguated ID Type / Status
Subject Benicio Monserrate Rafael del Toro Sánchez E578245 entity
Predicate portrayed P1668 FINISHED
Object Alejandro Gillick in Sicario
Alejandro Gillick in Sicario is a mysterious and ruthless former prosecutor-turned-assassin who works with U.S. forces to wage a personal vendetta against Mexican drug cartels.
E1575636 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: Alejandro Gillick in Sicario | Statement: [Benicio Monserrate Rafael del Toro Sánchez, portrayed, Alejandro Gillick in Sicario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alejandro Gillick in Sicario
Context triple: [Benicio Monserrate Rafael del Toro Sánchez, portrayed, Alejandro Gillick in Sicario]
  • A. Chris Mannix in The Hateful Eight
    Chris Mannix in The Hateful Eight is a brash, talkative former Confederate militiaman who claims to be the new sheriff of Red Rock, serving as a volatile and darkly comic presence in Quentin Tarantino’s snowbound Western thriller.
  • B. Juan Obregón in Clear and Present Danger
    Juan Obregón in *Clear and Present Danger* is a Colombian drug cartel leader whose operations and assassination become central to the film’s political and covert-military intrigue.
  • C. Omar Suarez in Scarface
    Omar Suarez in Scarface is a cautious but ultimately treacherous Miami drug middleman who serves as Tony Montana’s initial underworld contact before betraying him.
  • D. Agent M. Kruger in Elysium
    Agent M. Kruger in *Elysium* is a ruthless, psychopathic mercenary and sleeper agent who serves as the film’s primary antagonist, enforcing Elysium’s oppressive order with extreme violence.
  • E. René Mathis in Quantum of Solace
    René Mathis in Quantum of Solace is a seasoned and enigmatic ally of James Bond whose shifting loyalties and ultimate fate play a key emotional role in the film’s storyline.
  • 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: Alejandro Gillick in Sicario
Triple: [Benicio Monserrate Rafael del Toro Sánchez, portrayed, Alejandro Gillick in Sicario]
Generated description
Alejandro Gillick in Sicario is a mysterious and ruthless former prosecutor-turned-assassin who works with U.S. forces to wage a personal vendetta against Mexican drug cartels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alejandro Gillick in Sicario
Target entity description: Alejandro Gillick in Sicario is a mysterious and ruthless former prosecutor-turned-assassin who works with U.S. forces to wage a personal vendetta against Mexican drug cartels.
  • A. Chris Mannix in The Hateful Eight
    Chris Mannix in The Hateful Eight is a brash, talkative former Confederate militiaman who claims to be the new sheriff of Red Rock, serving as a volatile and darkly comic presence in Quentin Tarantino’s snowbound Western thriller.
  • B. Juan Obregón in Clear and Present Danger
    Juan Obregón in *Clear and Present Danger* is a Colombian drug cartel leader whose operations and assassination become central to the film’s political and covert-military intrigue.
  • C. Omar Suarez in Scarface
    Omar Suarez in Scarface is a cautious but ultimately treacherous Miami drug middleman who serves as Tony Montana’s initial underworld contact before betraying him.
  • D. Agent M. Kruger in Elysium
    Agent M. Kruger in *Elysium* is a ruthless, psychopathic mercenary and sleeper agent who serves as the film’s primary antagonist, enforcing Elysium’s oppressive order with extreme violence.
  • E. René Mathis in Quantum of Solace
    René Mathis in Quantum of Solace is a seasoned and enigmatic ally of James Bond whose shifting loyalties and ultimate fate play a key emotional role in the film’s storyline.
  • 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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecf9e9881908991ede784158f1e completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30963b3c8190a4ffb48b03fbf77a completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c332f5ef08190ab7f6536eb719e04 completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c374ded1c8190b1d5c7a3ab521cf9 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:01 p.m.