Triple

T12768445
Position Surface form Disambiguated ID Type / Status
Subject A Better Life E305183 entity
Predicate mainCharacter P1183 FINISHED
Object Carlos Galindo
Carlos Galindo is the hardworking undocumented Mexican gardener in Los Angeles whose struggle to provide a better future for his son drives the emotional core of the film "A Better Life."
E1073598 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: Carlos Galindo | Statement: [A Better Life, mainCharacter, Carlos Galindo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlos Galindo
Context triple: [A Better Life, mainCharacter, Carlos Galindo]
  • A. Horacio Gutiérrez
    Horacio Gutiérrez is a Cuban-American classical pianist renowned for his virtuosic technique and interpretations of the Romantic repertoire.
  • B. Carlos Eduardo González
    Carlos Eduardo González is a person whose full legal name is Carlos Eduardo González, likely known more commonly as Carlos González.
  • C. Carlos Bustamante
    Carlos Bustamante is a prominent Peruvian-American population geneticist and Stanford professor known for his influential work on human genetic diversity and its applications to medicine and ancestry.
  • D. Miguel Galindo
    Miguel Galindo is a central crime boss character in the television series "Mayans M.C.," known for leading a powerful Mexican cartel with calculated ruthlessness and political savvy.
  • E. Raúl Cárdenas
    Raúl Cárdenas was a prominent Mexican football manager best known for leading Club América to multiple league titles during the 1960s and 1970s.
  • 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: Carlos Galindo
Triple: [A Better Life, mainCharacter, Carlos Galindo]
Generated description
Carlos Galindo is the hardworking undocumented Mexican gardener in Los Angeles whose struggle to provide a better future for his son drives the emotional core of the film "A Better Life."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlos Galindo
Target entity description: Carlos Galindo is the hardworking undocumented Mexican gardener in Los Angeles whose struggle to provide a better future for his son drives the emotional core of the film "A Better Life."
  • A. Horacio Gutiérrez
    Horacio Gutiérrez is a Cuban-American classical pianist renowned for his virtuosic technique and interpretations of the Romantic repertoire.
  • B. Carlos Eduardo González
    Carlos Eduardo González is a person whose full legal name is Carlos Eduardo González, likely known more commonly as Carlos González.
  • C. Carlos Bustamante
    Carlos Bustamante is a prominent Peruvian-American population geneticist and Stanford professor known for his influential work on human genetic diversity and its applications to medicine and ancestry.
  • D. Miguel Galindo
    Miguel Galindo is a central crime boss character in the television series "Mayans M.C.," known for leading a powerful Mexican cartel with calculated ruthlessness and political savvy.
  • E. Raúl Cárdenas
    Raúl Cárdenas was a prominent Mexican football manager best known for leading Club América to multiple league titles during the 1960s and 1970s.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df3b2f88190b37b696400178795 completed April 10, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac73848481909303e833041ebc90 completed May 6, 2026, 9:02 p.m.
NEDg Description generation batch_69fbae8f83f481909ac16d4bb66ea79d completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 5:28 p.m.