Triple

T9987649
Position Surface form Disambiguated ID Type / Status
Subject Blue Velvet E196809 entity
Predicate producer P490 FINISHED
Object Richard Roth
Richard Roth is an American film producer best known for his work on influential movies such as David Lynch's neo-noir classic "Blue Velvet."
E850865 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: Richard Roth | Statement: [Blue Velvet, producer, Richard Roth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Roth
Context triple: [Blue Velvet, producer, Richard Roth]
  • A. Richard Rochberg
    Richard Rochberg is an American mathematician known for his contributions to harmonic analysis and operator theory.
  • B. William Perlberg
    William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
  • C. Richard Rohrer
    Richard Rohrer is known primarily as the husband of American physician and Green Party politician Jill Stein.
  • D. Ross Andru
    Ross Andru was an American comic book artist best known for his influential work on titles like The Amazing Spider-Man and Wonder Woman during the Silver and Bronze Ages of comics.
  • E. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • 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: Richard Roth
Triple: [Blue Velvet, producer, Richard Roth]
Generated description
Richard Roth is an American film producer best known for his work on influential movies such as David Lynch's neo-noir classic "Blue Velvet."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Roth
Target entity description: Richard Roth is an American film producer best known for his work on influential movies such as David Lynch's neo-noir classic "Blue Velvet."
  • A. Richard Rochberg
    Richard Rochberg is an American mathematician known for his contributions to harmonic analysis and operator theory.
  • B. William Perlberg
    William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
  • C. Richard Rohrer
    Richard Rohrer is known primarily as the husband of American physician and Green Party politician Jill Stein.
  • D. Ross Andru
    Ross Andru was an American comic book artist best known for his influential work on titles like The Amazing Spider-Man and Wonder Woman during the Silver and Bronze Ages of comics.
  • E. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdc79c8b80819091dc16ac8fd0c720 completed April 2, 2026, 1:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6a79eb5c08190ae75797556bc0943 completed April 8, 2026, 7:08 p.m.
NEDg Description generation batch_69d6d0003434819093e3f82a556db79c completed April 8, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69d6df3c8f748190923db41ef1a9a03a completed April 8, 2026, 11:05 p.m.
Created at: March 30, 2026, 8:50 p.m.