Triple

T5633664
Position Surface form Disambiguated ID Type / Status
Subject Talk to Her E147892 entity
Predicate starring P1507 FINISHED
Object Rosario Flores
Rosario Flores is a Spanish singer and actress known for her work in film and music, often associated with Pedro Almodóvar’s cinema and flamenco-influenced pop.
 E556646 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: Rosario Flores | Statement: [Talk to Her, starring, Rosario Flores]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rosario Flores
Context triple: [Talk to Her, starring, Rosario Flores]
  • A. Consuelo Gómez
    Consuelo Gómez is an actress best known for her role in Robert Rodriguez’s influential low-budget action film "El Mariachi."
  • B. Felicia Montealegre
    Felicia Montealegre was a Chilean-Costa Rican actress and social activist best known as the wife of American composer and conductor Leonard Bernstein.
  • C. Carmen Molina
    Carmen Molina was a Mexican actress and singer known for her musical performances in mid-20th-century films, including a notable appearance in Disney productions.
  • D. Adela Medrano
    Adela Medrano is known as the former wife of acclaimed Spanish film director Carlos Saura.
  • E. Rosa Salazar
    Rosa Salazar is an American actress best known for her motion-capture performance in the cyberpunk action film "Alita: Battle Angel" and roles in projects like the "Maze Runner" series and the Netflix miniseries "Brand New Cherry Flavor."
  • 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: Rosario Flores
Triple: [Talk to Her, starring, Rosario Flores]
Generated description
Rosario Flores is a Spanish singer and actress known for her work in film and music, often associated with Pedro Almodóvar’s cinema and flamenco-influenced pop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rosario Flores
Target entity description: Rosario Flores is a Spanish singer and actress known for her work in film and music, often associated with Pedro Almodóvar’s cinema and flamenco-influenced pop.
  • A. Consuelo Gómez
    Consuelo Gómez is an actress best known for her role in Robert Rodriguez’s influential low-budget action film "El Mariachi."
  • B. Felicia Montealegre
    Felicia Montealegre was a Chilean-Costa Rican actress and social activist best known as the wife of American composer and conductor Leonard Bernstein.
  • C. Carmen Molina
    Carmen Molina was a Mexican actress and singer known for her musical performances in mid-20th-century films, including a notable appearance in Disney productions.
  • D. Adela Medrano
    Adela Medrano is known as the former wife of acclaimed Spanish film director Carlos Saura.
  • E. Rosa Salazar
    Rosa Salazar is an American actress best known for her motion-capture performance in the cyberpunk action film "Alita: Battle Angel" and roles in projects like the "Maze Runner" series and the Netflix miniseries "Brand New Cherry Flavor."
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225ff3248190b93c9f5887553fd4 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bf6a59448190ad187cc1924fd625 completed March 23, 2026, 4:19 a.m.
NEDg Description generation batch_69c0c22304608190aa525eed0ae7c3bd completed March 23, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c0c3c64dc8819086b9867dd152af93 completed March 23, 2026, 4:38 a.m.
Created at: March 22, 2026, 3:41 p.m.