Triple

T20467264
Position Surface form Disambiguated ID Type / Status
Subject Mitchell Amundsen E502083 entity
Predicate notableWork P4 FINISHED
Object Transformers (as second unit director of photography)
Transformers (as second unit director of photography) is a major 2007 science fiction action film known for its large-scale visual effects and explosive action sequences, on which Mitchell Amundsen contributed as the second unit director of photography.
E1432728 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: Transformers (as second unit director of photography) | Statement: [Mitchell Amundsen, notableWork, Transformers (as second unit director of photography)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers (as second unit director of photography)
Context triple: [Mitchell Amundsen, notableWork, Transformers (as second unit director of photography)]
  • A. Where the Wild Things Are (as cinematographer)
    Where the Wild Things Are is a 2009 fantasy drama film adaptation of Maurice Sendak’s classic children’s book, directed by Spike Jonze and noted for its imaginative visual style and emotional depth.
  • B. Directors of Photography
    "Directors of Photography" is a 2014 studio album by the Los Angeles hip hop trio Dilated Peoples, known for its boom-bap production and lyrical focus on artistic craftsmanship.
  • C. Adaptation. (as cinematographer)
    Adaptation. is a 2002 metafictional comedy-drama film directed by Spike Jonze and written by Charlie Kaufman, known for its inventive narrative about a screenwriter struggling to adapt a nonfiction book.
  • D. Directors of Photography (album)
    "Directors of Photography" is a hip hop studio album by Rakaa Iriscience’s group Dilated Peoples, showcasing their lyrical skills and boom-bap production after a long hiatus.
  • E. Shane Hurlbut, ASC
    Shane Hurlbut, ASC is an American cinematographer known for his work on major feature films, commercials, and his influential educational content on cinematography techniques.
  • 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: Transformers (as second unit director of photography)
Triple: [Mitchell Amundsen, notableWork, Transformers (as second unit director of photography)]
Generated description
Transformers (as second unit director of photography) is a major 2007 science fiction action film known for its large-scale visual effects and explosive action sequences, on which Mitchell Amundsen contributed as the second unit director of photography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers (as second unit director of photography)
Target entity description: Transformers (as second unit director of photography) is a major 2007 science fiction action film known for its large-scale visual effects and explosive action sequences, on which Mitchell Amundsen contributed as the second unit director of photography.
  • A. Where the Wild Things Are (as cinematographer)
    Where the Wild Things Are is a 2009 fantasy drama film adaptation of Maurice Sendak’s classic children’s book, directed by Spike Jonze and noted for its imaginative visual style and emotional depth.
  • B. Directors of Photography
    "Directors of Photography" is a 2014 studio album by the Los Angeles hip hop trio Dilated Peoples, known for its boom-bap production and lyrical focus on artistic craftsmanship.
  • C. Adaptation. (as cinematographer)
    Adaptation. is a 2002 metafictional comedy-drama film directed by Spike Jonze and written by Charlie Kaufman, known for its inventive narrative about a screenwriter struggling to adapt a nonfiction book.
  • D. Directors of Photography (album)
    "Directors of Photography" is a hip hop studio album by Rakaa Iriscience’s group Dilated Peoples, showcasing their lyrical skills and boom-bap production after a long hiatus.
  • E. Shane Hurlbut, ASC
    Shane Hurlbut, ASC is an American cinematographer known for his work on major feature films, commercials, and his influential educational content on cinematography techniques.
  • 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6995d9d1c81909ee223a35a0850ba completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b1a82a88190a5f531c43cdd15cb completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088c9b40788190b76ef5c582996d34 completed May 16, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_6a088d186a38819085c8809560e94745 completed May 16, 2026, 3:28 p.m.
Created at: April 16, 2026, 11:33 a.m.