Triple

T2658853
Position Surface form Disambiguated ID Type / Status
Subject Alejandro G. Iñárritu E54677 entity
Predicate notableCollaboration P8554 FINISHED
Object Guillermo Arriaga
Guillermo Arriaga is a Mexican screenwriter, director, and novelist best known for his nonlinear, multi-strand narratives in films such as "Amores Perros," "21 Grams," and "Babel."
 E285542 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: Guillermo Arriaga | Statement: [Alejandro G. Iñárritu, notableCollaboration, Guillermo Arriaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guillermo Arriaga
Context triple: [Alejandro G. Iñárritu, notableCollaboration, Guillermo Arriaga]
  • A. Alejandro Amenábar
    Alejandro Amenábar is a Chilean-Spanish film director, screenwriter, and composer known for acclaimed films such as "The Others" and "The Sea Inside."
  • B. Rodrigo García
    Rodrigo García is a Colombian-born film and television director and screenwriter, known for character-driven dramas and for being the son of Nobel Prize–winning author Gabriel García Márquez.
  • C. Manuel Garcia-Rulfo
    Manuel Garcia-Rulfo is a Mexican actor known for his roles in both Hollywood and Mexican cinema, including ensemble casts in major films and prominent parts in television series.
  • D. Javier Aguirresarobe
    Javier Aguirresarobe is an acclaimed Spanish cinematographer known for his work on both European and Hollywood films, including major genre and franchise productions.
  • E. Agustín Almodóvar
    Agustín Almodóvar is a Spanish film producer and co-founder of the production company El Deseo, known for collaborating on many of his brother Pedro Almodóvar’s acclaimed films.
  • 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: Guillermo Arriaga
Triple: [Alejandro G. Iñárritu, notableCollaboration, Guillermo Arriaga]
Generated description
Guillermo Arriaga is a Mexican screenwriter, director, and novelist best known for his nonlinear, multi-strand narratives in films such as "Amores Perros," "21 Grams," and "Babel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guillermo Arriaga
Target entity description: Guillermo Arriaga is a Mexican screenwriter, director, and novelist best known for his nonlinear, multi-strand narratives in films such as "Amores Perros," "21 Grams," and "Babel."
  • A. Alejandro Amenábar
    Alejandro Amenábar is a Chilean-Spanish film director, screenwriter, and composer known for acclaimed films such as "The Others" and "The Sea Inside."
  • B. Rodrigo García
    Rodrigo García is a Colombian-born film and television director and screenwriter, known for character-driven dramas and for being the son of Nobel Prize–winning author Gabriel García Márquez.
  • C. Manuel Garcia-Rulfo
    Manuel Garcia-Rulfo is a Mexican actor known for his roles in both Hollywood and Mexican cinema, including ensemble casts in major films and prominent parts in television series.
  • D. Javier Aguirresarobe
    Javier Aguirresarobe is an acclaimed Spanish cinematographer known for his work on both European and Hollywood films, including major genre and franchise productions.
  • E. Agustín Almodóvar
    Agustín Almodóvar is a Spanish film producer and co-founder of the production company El Deseo, known for collaborating on many of his brother Pedro Almodóvar’s acclaimed films.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d765c48190a227137467b7dbe1 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.