Triple

T9394730
Position Surface form Disambiguated ID Type / Status
Subject Lance Acord E226113 entity
Predicate workedOn P3 FINISHED
Object Beginners (as cinematographer)
Beginners is a 2010 independent romantic comedy-drama film written and directed by Mike Mills, known for its heartfelt exploration of love, memory, and late-in-life coming out.
 E796582 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: Beginners (as cinematographer) | Statement: [Lance Acord, workedOn, Beginners (as cinematographer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beginners (as cinematographer)
Context triple: [Lance Acord, workedOn, Beginners (as cinematographer)]
  • A. 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.
  • B. Cinematography and Television Production Department
    The Cinematography and Television Production Department is a key faculty unit of the Łódź Film School that trains students in camera work, visual storytelling, and the production of film and television content.
  • C. The Camera
    The Camera is a seminal photography book by Ansel Adams that explores the technical and artistic use of cameras in creating expressive photographs.
  • D. Best Cinematography
    Best Cinematography is an MTV Video Music Award category that honors outstanding visual and camera work in music videos.
  • E. Best Cinematography
    Best Cinematography is a David di Donatello film award category honoring outstanding achievement in the visual photography and lighting of a motion picture.
  • 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: Beginners (as cinematographer)
Triple: [Lance Acord, workedOn, Beginners (as cinematographer)]
Generated description
Beginners is a 2010 independent romantic comedy-drama film written and directed by Mike Mills, known for its heartfelt exploration of love, memory, and late-in-life coming out.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beginners (as cinematographer)
Target entity description: Beginners is a 2010 independent romantic comedy-drama film written and directed by Mike Mills, known for its heartfelt exploration of love, memory, and late-in-life coming out.
  • A. 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.
  • B. Cinematography and Television Production Department
    The Cinematography and Television Production Department is a key faculty unit of the Łódź Film School that trains students in camera work, visual storytelling, and the production of film and television content.
  • C. The Camera
    The Camera is a seminal photography book by Ansel Adams that explores the technical and artistic use of cameras in creating expressive photographs.
  • D. Best Cinematography
    Best Cinematography is an MTV Video Music Award category that honors outstanding visual and camera work in music videos.
  • E. Best Cinematography
    Best Cinematography is a David di Donatello film award category honoring outstanding achievement in the visual photography and lighting of a motion picture.
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd511150008190be04142e477e8bf1 completed April 1, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1010ffcd4819088edafbdb43c2c00 completed April 4, 2026, 12:16 p.m.
NEDg Description generation batch_69d102cdd0688190aa024c295c58a04b completed April 4, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69d1035f47b0819085e5a67978344ba2 completed April 4, 2026, 12:26 p.m.
Created at: March 30, 2026, 7:45 p.m.