Triple

T5095485
Position Surface form Disambiguated ID Type / Status
Subject Michael Bublé E114853 entity
Predicate spouse P13 FINISHED
Object Luisana Lopilato
Luisana Lopilato is an Argentine actress and model known for her roles in popular telenovelas and films, as well as for her international public profile.
 E503299 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: Luisana Lopilato | Statement: [Michael Bublé, spouse, Luisana Lopilato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luisana Lopilato
Context triple: [Michael Bublé, spouse, Luisana Lopilato]
  • A. Fabiana Udenio
    Fabiana Udenio is an Italian-Argentinian actress best known for her comedic and character roles in film and television, including a memorable turn in the Austin Powers franchise.
  • B. Claudia Villafañe
    Claudia Villafañe is an Argentine businesswoman and television personality best known for her long-term marriage to football legend Diego Maradona and her role in managing aspects of his career and estate.
  • C. Isabel Sarli
    Isabel Sarli was an iconic Argentine actress and sex symbol best known for her starring roles in erotic films of the 1950s–1970s directed by Armando Bó.
  • D. Liana Liberato
    Liana Liberato is an American actress known for her roles in films such as "Trust," "If I Stay," and "The Best of Me," as well as various television series.
  • E. Marisa Polvino
    Marisa Polvino is a film producer known for her work on major feature films, including the 2014 science fiction movie "Transcendence."
  • 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: Luisana Lopilato
Triple: [Michael Bublé, spouse, Luisana Lopilato]
Generated description
Luisana Lopilato is an Argentine actress and model known for her roles in popular telenovelas and films, as well as for her international public profile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luisana Lopilato
Target entity description: Luisana Lopilato is an Argentine actress and model known for her roles in popular telenovelas and films, as well as for her international public profile.
  • A. Fabiana Udenio
    Fabiana Udenio is an Italian-Argentinian actress best known for her comedic and character roles in film and television, including a memorable turn in the Austin Powers franchise.
  • B. Claudia Villafañe
    Claudia Villafañe is an Argentine businesswoman and television personality best known for her long-term marriage to football legend Diego Maradona and her role in managing aspects of his career and estate.
  • C. Isabel Sarli
    Isabel Sarli was an iconic Argentine actress and sex symbol best known for her starring roles in erotic films of the 1950s–1970s directed by Armando Bó.
  • D. Liana Liberato
    Liana Liberato is an American actress known for her roles in films such as "Trust," "If I Stay," and "The Best of Me," as well as various television series.
  • E. Marisa Polvino
    Marisa Polvino is a film producer known for her work on major feature films, including the 2014 science fiction movie "Transcendence."
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75652a8081908386718f1fdb1de3 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beef9de9c88190b06c5076e5eabe3e completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef21d57bc8190a77b90710911be6c completed March 21, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69bef273eb088190ae8f0fa57663c8fb completed March 21, 2026, 7:33 p.m.
Created at: March 20, 2026, 1:40 p.m.