Triple

T17544226
Position Surface form Disambiguated ID Type / Status
Subject The Saddest Music in the World E427282 entity
Predicate screenwriter P2831 FINISHED
Object George Toles
George Toles is a Canadian screenwriter and film scholar best known for his long-standing collaboration with director Guy Maddin on several acclaimed art-house films.
 E1275108 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: George Toles | Statement: [The Saddest Music in the World, screenwriter, George Toles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Toles
Context triple: [The Saddest Music in the World, screenwriter, George Toles]
  • A. Tom O'Horgan
    Tom O'Horgan was an American director, composer, and musician best known for his innovative, avant-garde work in theater and film, including the original Broadway productions of "Hair" and "Jesus Christ Superstar."
  • B. Ronald Colbert
    Ronald Colbert is an individual notable enough to be recognized as a bearer of the surname Colbert.
  • C. Ed Toth
    Ed Toth is an American rock drummer best known for his work with Vertical Horizon and later as a longtime drummer for The Doobie Brothers.
  • D. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • E. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • 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: George Toles
Triple: [The Saddest Music in the World, screenwriter, George Toles]
Generated description
George Toles is a Canadian screenwriter and film scholar best known for his long-standing collaboration with director Guy Maddin on several acclaimed art-house films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Toles
Target entity description: George Toles is a Canadian screenwriter and film scholar best known for his long-standing collaboration with director Guy Maddin on several acclaimed art-house films.
  • A. Tom O'Horgan
    Tom O'Horgan was an American director, composer, and musician best known for his innovative, avant-garde work in theater and film, including the original Broadway productions of "Hair" and "Jesus Christ Superstar."
  • B. Ronald Colbert
    Ronald Colbert is an individual notable enough to be recognized as a bearer of the surname Colbert.
  • C. Ed Toth
    Ed Toth is an American rock drummer best known for his work with Vertical Horizon and later as a longtime drummer for The Doobie Brothers.
  • D. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • E. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4545fe29c8190a586c75419fa14ea completed April 19, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d28b45c88190b16b9437920f0e5d completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:49 a.m.