Triple

T20813412
Position Surface form Disambiguated ID Type / Status
Subject Nando's E512371 entity
Predicate founder P104 FINISHED
Object Robert Brozin — NE NERFINISHED

How this triple was built (3 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: Robert Brozin | Statement: [Nando's, founder, Robert Brozin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Brozin
Context triple: [Nando's, founder, Robert Brozin]
  • A. Norbert Brodine
    Norbert Brodine was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, particularly in film noir and crime dramas.
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Robert Pirosh
    Robert Pirosh was an American screenwriter and director best known for his Oscar-winning work on the World War II film "Battleground" and his contributions to mid-20th-century Hollywood cinema.
  • D. Paul Bruhn
    Paul Bruhn is a historic preservation advocate known for his long-time leadership of the Preservation Trust of Vermont, where he worked to revitalize downtowns and protect the state's architectural heritage.
  • E. Alvin Ganzer
    Alvin Ganzer was an American film and television director best known for his work on mid-20th-century genre and anthology series.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Brozin
Target entity description: Robert Brozin is a South African entrepreneur best known for co-founding and expanding the global peri-peri chicken restaurant chain Nando's.
  • A. Norbert Brodine
    Norbert Brodine was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, particularly in film noir and crime dramas.
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Robert Pirosh
    Robert Pirosh was an American screenwriter and director best known for his Oscar-winning work on the World War II film "Battleground" and his contributions to mid-20th-century Hollywood cinema.
  • D. Paul Bruhn
    Paul Bruhn is a historic preservation advocate known for his long-time leadership of the Preservation Trust of Vermont, where he worked to revitalize downtowns and protect the state's architectural heritage.
  • E. Alvin Ganzer
    Alvin Ganzer was an American film and television director best known for his work on mid-20th-century genre and anthology series.
  • F. None of above. chosen

Provenance (2 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2d415688190b66adc44d4df9bbb completed April 21, 2026, 12:20 a.m.
Created at: April 16, 2026, 12:40 p.m.