Triple

T12476660
Position Surface form Disambiguated ID Type / Status
Subject Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan E298191 entity
Predicate cinematographyBy P1953 FINISHED
Object Luke Geissbühler
Luke Geissbühler is an American cinematographer known for his work on feature films, documentaries, and commercials, including the satirical comedy "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
E985348 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: Luke Geissbühler | Statement: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, cinematographyBy, Luke Geissbühler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Geissbühler
Context triple: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, cinematographyBy, Luke Geissbühler]
  • A. Andre Fischer
    Andre Fischer is a member of the band Rufus, known for their influential contributions to funk and R&B music.
  • B. Steve Martino
    Steve Martino is an American film director best known for his work on animated features such as "Horton Hears a Who!" and "The Peanuts Movie."
  • C. Olivier Kuntzel
    Olivier Kuntzel is a French visual artist and designer best known as one half of the creative duo Kuntzel+Deygas, recognized for their work in illustration, animation, and graphic design for major brands and films.
  • D. Benny Hollinger
    Benny Hollinger was a Canadian prospector best known for his pivotal role in discovering the rich gold deposits that led to the development of the Porcupine mining camp in Ontario.
  • E. Kyle Brody
    Kyle Brody is a recurring character on the television series "Charmed," portrayed as a federal agent entangled with the Halliwell sisters and the show's supernatural conflicts.
  • 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: Luke Geissbühler
Triple: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, cinematographyBy, Luke Geissbühler]
Generated description
Luke Geissbühler is an American cinematographer known for his work on feature films, documentaries, and commercials, including the satirical comedy "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Geissbühler
Target entity description: Luke Geissbühler is an American cinematographer known for his work on feature films, documentaries, and commercials, including the satirical comedy "Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan."
  • A. Andre Fischer
    Andre Fischer is a member of the band Rufus, known for their influential contributions to funk and R&B music.
  • B. Steve Martino
    Steve Martino is an American film director best known for his work on animated features such as "Horton Hears a Who!" and "The Peanuts Movie."
  • C. Olivier Kuntzel
    Olivier Kuntzel is a French visual artist and designer best known as one half of the creative duo Kuntzel+Deygas, recognized for their work in illustration, animation, and graphic design for major brands and films.
  • D. Benny Hollinger
    Benny Hollinger was a Canadian prospector best known for his pivotal role in discovering the rich gold deposits that led to the development of the Porcupine mining camp in Ontario.
  • E. Kyle Brody
    Kyle Brody is a recurring character on the television series "Charmed," portrayed as a federal agent entangled with the Halliwell sisters and the show's supernatural conflicts.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dcc24e48190ae9c367a03f659f4 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f25462881908dccb831b474875d completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f64278823c81908db729497000a2e4 completed May 2, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69f643089abc8190b366e777ef48982a completed May 2, 2026, 6:31 p.m.
Created at: April 8, 2026, 9:56 p.m.