Triple

T9839607
Position Surface form Disambiguated ID Type / Status
Subject The Specialist E239187 entity
Predicate director P255 FINISHED
Object Luis Llosa
Luis Llosa is a Peruvian film director and producer best known internationally for helming Hollywood action and thriller films in the 1990s.
 E825455 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: Luis Llosa | Statement: [The Specialist, director, Luis Llosa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luis Llosa
Context triple: [The Specialist, director, Luis Llosa]
  • A. Luis Esquivel
    Luis Esquivel is a person notable enough to be recognized as a significant bearer of the surname Esquivel.
  • B. García Morte
    García Morte is the family name of Spanish actor Álvaro Morte, internationally known for his role as "The Professor" in the series Money Heist.
  • C. José Donoso
    José Donoso was a Chilean novelist and short story writer associated with the Latin American Boom, known for his darkly imaginative, psychologically complex works such as "The Obscene Bird of Night."
  • D. Patricia Llosa
    Patricia Llosa is the longtime wife of Nobel Prize–winning Peruvian writer Mario Vargas Llosa and a member of the prominent Llosa family.
  • E. Carlos Ruiz
    Carlos Ruiz is a Guatemalan former professional footballer and prolific striker best known for his goal-scoring exploits in Major League Soccer.
  • 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: Luis Llosa
Triple: [The Specialist, director, Luis Llosa]
Generated description
Luis Llosa is a Peruvian film director and producer best known internationally for helming Hollywood action and thriller films in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luis Llosa
Target entity description: Luis Llosa is a Peruvian film director and producer best known internationally for helming Hollywood action and thriller films in the 1990s.
  • A. Luis Esquivel
    Luis Esquivel is a person notable enough to be recognized as a significant bearer of the surname Esquivel.
  • B. García Morte
    García Morte is the family name of Spanish actor Álvaro Morte, internationally known for his role as "The Professor" in the series Money Heist.
  • C. José Donoso
    José Donoso was a Chilean novelist and short story writer associated with the Latin American Boom, known for his darkly imaginative, psychologically complex works such as "The Obscene Bird of Night."
  • D. Patricia Llosa
    Patricia Llosa is the longtime wife of Nobel Prize–winning Peruvian writer Mario Vargas Llosa and a member of the prominent Llosa family.
  • E. Carlos Ruiz
    Carlos Ruiz is a Guatemalan former professional footballer and prolific striker best known for his goal-scoring exploits in Major League Soccer.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34b045481908f89abd576aab497 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5d5484c8190a78ccd0e9816ba51 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d9c17a308190818dd21e7e53af9d completed April 5, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69d1da4ee3588190aa46d2eeffd0eabd completed April 5, 2026, 3:43 a.m.
Created at: March 30, 2026, 8:33 p.m.