Triple

T14552368
Position Surface form Disambiguated ID Type / Status
Subject Shirley (2020 film) E341449 entity
Predicate producer P490 FINISHED
Object David Hinojosa
David Hinojosa is a film producer known for his work on independent and arthouse cinema, including the psychological drama "Shirley" (2020).
 E815095 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: David Hinojosa | Statement: [Shirley (2020 film), producer, David Hinojosa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hinojosa
Context triple: [Shirley (2020 film), producer, David Hinojosa]
  • A. David Hinojosa
    David Hinojosa is a film producer known for his work on acclaimed independent movies, including the drama "First Reformed."
  • B. Sergio Avelar
    Sergio Avelar is an actor known for his role in the inspirational sports drama film "McFarland, USA."
  • C. Juan Aldama
    Juan Aldama was a Mexican insurgent and key conspirator in the early stages of the Mexican War of Independence.
  • D. Emilio Garza
    Emilio Garza was a United States federal judge who served on the U.S. Court of Appeals for the Fifth Circuit and was at one point considered a potential nominee to the Supreme Court.
  • E. Eloy Garza
    Eloy Garza is an individual notable enough to be recognized as a distinguished bearer of the surname Garza.
  • 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: David Hinojosa
Triple: [Shirley (2020 film), producer, David Hinojosa]
Generated description
David Hinojosa is a film producer known for his work on independent and arthouse cinema, including the psychological drama "Shirley" (2020).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hinojosa
Target entity description: David Hinojosa is a film producer known for his work on independent and arthouse cinema, including the psychological drama "Shirley" (2020).
  • A. David Hinojosa chosen
    David Hinojosa is a film producer known for his work on acclaimed independent movies, including the drama "First Reformed."
  • B. Sergio Avelar
    Sergio Avelar is an actor known for his role in the inspirational sports drama film "McFarland, USA."
  • C. Juan Aldama
    Juan Aldama was a Mexican insurgent and key conspirator in the early stages of the Mexican War of Independence.
  • D. Emilio Garza
    Emilio Garza was a United States federal judge who served on the U.S. Court of Appeals for the Fifth Circuit and was at one point considered a potential nominee to the Supreme Court.
  • E. Eloy Garza
    Eloy Garza is an individual notable enough to be recognized as a distinguished bearer of the surname Garza.
  • F. None of above.

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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2ee34208190bf040a513767c958 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a003c405ecc81909722377a22db84a5 completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003dc6f4888190ae326c9606d2a674 completed May 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0041842cc88190b81432d234f9aa17 completed May 10, 2026, 8:27 a.m.
Created at: April 10, 2026, 1:23 a.m.