Triple

T3086267
Position Surface form Disambiguated ID Type / Status
Subject Traffic (2000 film) E64379 entity
Predicate stars P1956 FINISHED
Object Luis Guzmán
Luis Guzmán is a Puerto Rican-American character actor known for his prolific work in film and television, often portraying tough, streetwise, or comedic supporting roles.
E324779 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: Luis Guzmán | Statement: [Traffic (2000 film), stars, Luis Guzmán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luis Guzmán
Context triple: [Traffic (2000 film), stars, Luis Guzmán]
  • A. Nestor Carbonell
    Nestor Carbonell is an American actor best known for his roles in the television series "Lost" and "Bates Motel," as well as numerous film and voice-acting appearances.
  • B. Demián Bichir
    Demián Bichir is a Mexican actor acclaimed for his work in both Hollywood and Latin American cinema, including an Academy Award–nominated performance in "A Better Life."
  • C. Antonio Camargo
    Antonio Camargo is a Mexican geophysicist known for co-discovering the Chicxulub impact crater linked to the mass extinction of the dinosaurs.
  • D. Colman Domingo
    Colman Domingo is an American actor, writer, and director known for his powerful performances in film, television, and theater, including prominent roles in works like "Fear the Walking Dead," "Ma Rainey's Black Bottom," and "Rustin."
  • E. Andy García
    Andy García is a Cuban-American actor and director renowned for his roles in films such as "The Godfather Part III," "Ocean's Eleven," and "The Untouchables."
  • 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: Luis Guzmán
Triple: [Traffic (2000 film), stars, Luis Guzmán]
Generated description
Luis Guzmán is a Puerto Rican-American character actor known for his prolific work in film and television, often portraying tough, streetwise, or comedic supporting roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luis Guzmán
Target entity description: Luis Guzmán is a Puerto Rican-American character actor known for his prolific work in film and television, often portraying tough, streetwise, or comedic supporting roles.
  • A. Nestor Carbonell
    Nestor Carbonell is an American actor best known for his roles in the television series "Lost" and "Bates Motel," as well as numerous film and voice-acting appearances.
  • B. Demián Bichir
    Demián Bichir is a Mexican actor acclaimed for his work in both Hollywood and Latin American cinema, including an Academy Award–nominated performance in "A Better Life."
  • C. Antonio Camargo
    Antonio Camargo is a Mexican geophysicist known for co-discovering the Chicxulub impact crater linked to the mass extinction of the dinosaurs.
  • D. Colman Domingo
    Colman Domingo is an American actor, writer, and director known for his powerful performances in film, television, and theater, including prominent roles in works like "Fear the Walking Dead," "Ma Rainey's Black Bottom," and "Rustin."
  • E. Andy García
    Andy García is a Cuban-American actor and director renowned for his roles in films such as "The Godfather Part III," "Ocean's Eleven," and "The Untouchables."
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1ec187c819084565514ebb99cdb completed March 8, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f89e6f5c8190993794e2c9977ee6 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f93d5b208190835093f453fd33ab completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ea9b908190a86e2b79a89e0283 completed March 11, 2026, 11:25 p.m.
Created at: March 8, 2026, 3:03 p.m.