Triple

T13868587
Position Surface form Disambiguated ID Type / Status
Subject DeVon Franklin E333392 entity
Predicate notableWork P4 FINISHED
Object Produced the film "Flamin' Hot"
DeVon Franklin is an American film producer, author, and motivational speaker known for creating faith-based and inspirational movies within mainstream Hollywood.
E1066286 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: Produced the film "Flamin' Hot" | Statement: [DeVon Franklin, notableWork, Produced the film "Flamin' Hot"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Produced the film "Flamin' Hot"
Context triple: [DeVon Franklin, notableWork, Produced the film "Flamin' Hot"]
  • A. film "Brown Sugar"
    "Brown Sugar" is a 2002 romantic comedy-drama film centered on lifelong friends in the hip-hop industry whose evolving relationship mirrors their shared love of the music.
  • B. producing the comedy film "Fool's Paradise"
    Wrigley Pictures is a film production company recognized for its work in contemporary American comedy cinema.
  • C. film "Up in Smoke"
    "Up in Smoke" is a 1978 stoner comedy film starring Cheech Marin and Tommy Chong that helped popularize cannabis-themed humor in mainstream cinema.
  • D. “Cinema on Fire”
    “Cinema on Fire” is a musical piece from Ennio Morricone’s acclaimed score for the Italian film *Cinema Paradiso*.
  • E. The Kentucky Fried Movie
    The Kentucky Fried Movie is a 1977 sketch-comedy film directed by John Landis, known for its raunchy, satirical parodies of television, film, and pop culture.
  • 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: Produced the film "Flamin' Hot"
Triple: [DeVon Franklin, notableWork, Produced the film "Flamin' Hot"]
Generated description
DeVon Franklin is an American film producer, author, and motivational speaker known for creating faith-based and inspirational movies within mainstream Hollywood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Produced the film "Flamin' Hot"
Target entity description: DeVon Franklin is an American film producer, author, and motivational speaker known for creating faith-based and inspirational movies within mainstream Hollywood.
  • A. film "Brown Sugar"
    "Brown Sugar" is a 2002 romantic comedy-drama film centered on lifelong friends in the hip-hop industry whose evolving relationship mirrors their shared love of the music.
  • B. producing the comedy film "Fool's Paradise"
    Wrigley Pictures is a film production company recognized for its work in contemporary American comedy cinema.
  • C. film "Up in Smoke"
    "Up in Smoke" is a 1978 stoner comedy film starring Cheech Marin and Tommy Chong that helped popularize cannabis-themed humor in mainstream cinema.
  • D. “Cinema on Fire”
    “Cinema on Fire” is a musical piece from Ennio Morricone’s acclaimed score for the Italian film *Cinema Paradiso*.
  • E. The Kentucky Fried Movie
    The Kentucky Fried Movie is a 1977 sketch-comedy film directed by John Landis, known for its raunchy, satirical parodies of television, film, and pop culture.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c105da548190b908a54fec029236 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.