Triple

T5042490
Position Surface form Disambiguated ID Type / Status
Subject 9 to 5 E113576 entity
Predicate cinematography P1953 FINISHED
Object Reynaldo Villalobos
Reynaldo Villalobos is a cinematographer best known for his work on notable American films such as the comedy classic "9 to 5."
E527136 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: Reynaldo Villalobos | Statement: [9 to 5, cinematography, Reynaldo Villalobos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reynaldo Villalobos
Context triple: [9 to 5, cinematography, Reynaldo Villalobos]
  • A. Armando Villarreal
    Armando Villarreal is an American professional soccer referee who officiates in Major League Soccer and has been selected for high-profile matches and tournaments.
  • B. Jorge Gutiérrez
    Jorge Gutiérrez is a Mexican professional basketball player and former standout guard for the University of California, Berkeley, who went on to play in the NBA and internationally.
  • C. Raúl Chávez
    Raúl Chávez is a former Venezuelan professional baseball catcher who played in Major League Baseball, primarily known for his defensive skills behind the plate.
  • D. Rafael Pineda
    Rafael Pineda is a songwriter best known for co-writing Beyoncé’s hit track “Cuff It.”
  • E. Luis Hernández
    Luis Hernández is a retired Mexican striker renowned for his prolific goal-scoring for the Mexico national team and clubs in Mexico and abroad, including a notable stint in Major League Soccer.
  • 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: Reynaldo Villalobos
Triple: [9 to 5, cinematography, Reynaldo Villalobos]
Generated description
Reynaldo Villalobos is a cinematographer best known for his work on notable American films such as the comedy classic "9 to 5."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reynaldo Villalobos
Target entity description: Reynaldo Villalobos is a cinematographer best known for his work on notable American films such as the comedy classic "9 to 5."
  • A. Armando Villarreal
    Armando Villarreal is an American professional soccer referee who officiates in Major League Soccer and has been selected for high-profile matches and tournaments.
  • B. Jorge Gutiérrez
    Jorge Gutiérrez is a Mexican professional basketball player and former standout guard for the University of California, Berkeley, who went on to play in the NBA and internationally.
  • C. Raúl Chávez
    Raúl Chávez is a former Venezuelan professional baseball catcher who played in Major League Baseball, primarily known for his defensive skills behind the plate.
  • D. Rafael Pineda
    Rafael Pineda is a songwriter best known for co-writing Beyoncé’s hit track “Cuff It.”
  • E. Luis Hernández
    Luis Hernández is a retired Mexican striker renowned for his prolific goal-scoring for the Mexico national team and clubs in Mexico and abroad, including a notable stint in Major League Soccer.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73df8f7481909a8b86c4ae69aab9 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfd7104f008190b2bcacc8d071277c completed March 22, 2026, 11:48 a.m.
NEDg Description generation batch_69bfd7b938d48190b81a6a0d039b5fa5 completed March 22, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69bfd84a09208190ae6eea7334fd3fe1 completed March 22, 2026, 11:53 a.m.
Created at: March 20, 2026, 1:37 p.m.