Triple

T14487550
Position Surface form Disambiguated ID Type / Status
Subject Dragon: The Bruce Lee Story E359274 entity
Predicate screenwriter P2831 FINISHED
Object John Raffo
John Raffo is an American screenwriter best known for writing the biographical martial arts film "Dragon: The Bruce Lee Story."
E1102338 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: John Raffo | Statement: [Dragon: The Bruce Lee Story, screenwriter, John Raffo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Raffo
Context triple: [Dragon: The Bruce Lee Story, screenwriter, John Raffo]
  • A. 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.
  • B. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • C. 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."
  • D. Lou Pardini
    Lou Pardini is an American singer, songwriter, and keyboardist best known for his work in jazz, R&B, and rock, including a notable tenure with the band Chicago.
  • E. Antonio D'Amico
    Antonio D'Amico is an Italian fashion designer best known as the longtime romantic partner of Gianni Versace and a designer within the Versace fashion house.
  • 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: John Raffo
Triple: [Dragon: The Bruce Lee Story, screenwriter, John Raffo]
Generated description
John Raffo is an American screenwriter best known for writing the biographical martial arts film "Dragon: The Bruce Lee Story."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Raffo
Target entity description: John Raffo is an American screenwriter best known for writing the biographical martial arts film "Dragon: The Bruce Lee Story."
  • A. 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.
  • B. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • C. 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."
  • D. Lou Pardini
    Lou Pardini is an American singer, songwriter, and keyboardist best known for his work in jazz, R&B, and rock, including a notable tenure with the band Chicago.
  • E. Antonio D'Amico
    Antonio D'Amico is an Italian fashion designer best known as the longtime romantic partner of Gianni Versace and a designer within the Versace fashion house.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de924ee0f08190baf68318b41fa64d completed April 14, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d8f1bf081908c37f8f41767b382 completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6faa43808190a9fe934f8f472a61 completed May 8, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd700572e48190aa9bbb544a25796e completed May 8, 2026, 5:09 a.m.
Created at: April 10, 2026, 1:20 a.m.