Triple

T9578382
Position Surface form Disambiguated ID Type / Status
Subject Why Do Fools Fall in Love E231106 entity
Predicate director P255 FINISHED
Object Gregory Nava
Gregory Nava is an American film director and screenwriter best known for socially conscious dramas such as "El Norte" and "Selena."
E809268 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: Gregory Nava | Statement: [Why Do Fools Fall in Love, director, Gregory Nava]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gregory Nava
Context triple: [Why Do Fools Fall in Love, director, Gregory Nava]
  • A. Emilio Navaira
    Emilio Navaira was a prominent American Tejano and country music singer-songwriter known for helping popularize Tejano music in the 1990s.
  • 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. Alfonso Arau
    Alfonso Arau is a Mexican filmmaker and actor best known internationally for directing the acclaimed romantic drama "Like Water for Chocolate."
  • D. 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.
  • E. Fernando Trueba
    Fernando Trueba is a Spanish film director, screenwriter, and producer known for acclaimed works such as "Belle Époque," which won the Academy Award for Best Foreign Language Film.
  • 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: Gregory Nava
Triple: [Why Do Fools Fall in Love, director, Gregory Nava]
Generated description
Gregory Nava is an American film director and screenwriter best known for socially conscious dramas such as "El Norte" and "Selena."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gregory Nava
Target entity description: Gregory Nava is an American film director and screenwriter best known for socially conscious dramas such as "El Norte" and "Selena."
  • A. Emilio Navaira
    Emilio Navaira was a prominent American Tejano and country music singer-songwriter known for helping popularize Tejano music in the 1990s.
  • 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. Alfonso Arau
    Alfonso Arau is a Mexican filmmaker and actor best known internationally for directing the acclaimed romantic drama "Like Water for Chocolate."
  • D. 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.
  • E. Fernando Trueba
    Fernando Trueba is a Spanish film director, screenwriter, and producer known for acclaimed works such as "Belle Époque," which won the Academy Award for Best Foreign Language Film.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1615d093c8190940037e9e0842db5 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.