Triple

T21011130
Position Surface form Disambiguated ID Type / Status
Subject All Eyez on Me E517548 entity
Predicate editedBy P1954 FINISHED
Object John Raffo 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: John Raffo | Statement: [All Eyez on Me, editedBy, John Raffo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Raffo
Context triple: [All Eyez on Me, editedBy, John Raffo]
  • A. John Raffo
    John Raffo is an American screenwriter best known for writing the biographical martial arts film "Dragon: The Bruce Lee Story."
  • B. Ray Vitte
    Ray Vitte was an American film and television actor active in the 1970s and early 1980s, known for supporting roles in comedies and dramas before his career was cut short by his death in 1983.
  • C. Roger Ferrer
    Roger Ferrer is a French local politician who serves as the mayor of the commune of Estagel in southern France.
  • D. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • E. Lou Romano
    Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
  • 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: John Raffo
Target entity description: John Raffo is a film editor best known for his work on the biographical drama "All Eyez on Me" about rapper Tupac Shakur.
  • A. John Raffo
    John Raffo is an American screenwriter best known for writing the biographical martial arts film "Dragon: The Bruce Lee Story."
  • B. Ray Vitte
    Ray Vitte was an American film and television actor active in the 1970s and early 1980s, known for supporting roles in comedies and dramas before his career was cut short by his death in 1983.
  • C. Roger Ferrer
    Roger Ferrer is a French local politician who serves as the mayor of the commune of Estagel in southern France.
  • D. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • E. Lou Romano
    Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc3fdf3c8190abd3db7f5eb503a0 completed April 21, 2026, 4:25 a.m.
Created at: April 16, 2026, 1:53 p.m.