Triple

T11992900
Position Surface form Disambiguated ID Type / Status
Subject Julio Zapata E285453 entity
Predicate createdBy P806 FINISHED
Object Carlos Cuarón
Carlos Cuarón is a Mexican screenwriter and film director best known for co-writing the acclaimed film "Y Tu Mamá También" and for his work in contemporary Mexican cinema.
E991312 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: Carlos Cuarón | Statement: [Julio Zapata, createdBy, Carlos Cuarón]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlos Cuarón
Context triple: [Julio Zapata, createdBy, Carlos Cuarón]
  • A. Alfonso Cuarón
    Alfonso Cuarón is an acclaimed Mexican filmmaker known for directing visually innovative and award-winning films such as "Gravity," "Children of Men," and "Roma."
  • B. Mita Cuaron
    Mita Cuaron is a Chicana activist and organizer recognized for her leadership role in the 1968 East Los Angeles student walkouts for educational and civil rights reform.
  • C. Alejandro G. Iñárritu
    Alejandro G. Iñárritu is an acclaimed Mexican filmmaker known for his innovative narrative style and multiple Academy Award–winning films such as "Birdman" and "The Revenant."
  • D. Carlos López Estrada
    Carlos López Estrada is a filmmaker known for his visually inventive storytelling and co-directing Disney’s animated fantasy film "Raya and the Last Dragon."
  • E. Guillermo del Toro
    Guillermo del Toro is an acclaimed Mexican filmmaker known for his visually rich, genre-blending fantasy and horror films such as Pan's Labyrinth and The Shape of Water.
  • 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: Carlos Cuarón
Triple: [Julio Zapata, createdBy, Carlos Cuarón]
Generated description
Carlos Cuarón is a Mexican screenwriter and film director best known for co-writing the acclaimed film "Y Tu Mamá También" and for his work in contemporary Mexican cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlos Cuarón
Target entity description: Carlos Cuarón is a Mexican screenwriter and film director best known for co-writing the acclaimed film "Y Tu Mamá También" and for his work in contemporary Mexican cinema.
  • A. Alfonso Cuarón
    Alfonso Cuarón is an acclaimed Mexican filmmaker known for directing visually innovative and award-winning films such as "Gravity," "Children of Men," and "Roma."
  • B. Mita Cuaron
    Mita Cuaron is a Chicana activist and organizer recognized for her leadership role in the 1968 East Los Angeles student walkouts for educational and civil rights reform.
  • C. Alejandro G. Iñárritu
    Alejandro G. Iñárritu is an acclaimed Mexican filmmaker known for his innovative narrative style and multiple Academy Award–winning films such as "Birdman" and "The Revenant."
  • D. Carlos López Estrada
    Carlos López Estrada is a filmmaker known for his visually inventive storytelling and co-directing Disney’s animated fantasy film "Raya and the Last Dragon."
  • E. Guillermo del Toro
    Guillermo del Toro is an acclaimed Mexican filmmaker known for his visually rich, genre-blending fantasy and horror films such as Pan's Labyrinth and The Shape of Water.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655531d708190b351b98064afec3f completed May 2, 2026, 7:49 p.m.
NEDg Description generation batch_69f656a6dafc81908acf59c0ba65189a completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f65b4d109c8190b48c71f664e7bb3f completed May 2, 2026, 8:15 p.m.
Created at: April 8, 2026, 9:46 p.m.