Triple

T13481170
Position Surface form Disambiguated ID Type / Status
Subject Donnie Darko E318373 entity
Predicate notableSongPerformer P17435 FINISHED
Object Gary Jules
Gary Jules is an American singer-songwriter best known for his haunting cover of "Mad World," which gained widespread recognition through its use in the film Donnie Darko.
 E1043049 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: Gary Jules | Statement: [Donnie Darko, notableSongPerformer, Gary Jules]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary Jules
Context triple: [Donnie Darko, notableSongPerformer, Gary Jules]
  • A. Marti Pellow
    Marti Pellow is a Scottish singer best known as the lead vocalist of the pop band Wet Wet Wet and for his successful solo career.
  • B. John Glynne
    John Glynne was a 17th-century English lawyer, judge, and politician who played a prominent role during the English Civil War and the Interregnum.
  • C. Craig David
    Craig David is a British singer, songwriter, and record producer best known for his early-2000s UK garage and R&B hits such as "Fill Me In" and "7 Days."
  • D. Daniel Bedingfield
    Daniel Bedingfield is a New Zealand–British singer-songwriter and producer best known for his early-2000s pop and garage hits such as "Gotta Get Thru This."
  • E. Craig Martin
    Craig Martin is an American actor and producer best known as one of the sons of legendary entertainer Dean Martin.
  • 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: Gary Jules
Triple: [Donnie Darko, notableSongPerformer, Gary Jules]
Generated description
Gary Jules is an American singer-songwriter best known for his haunting cover of "Mad World," which gained widespread recognition through its use in the film Donnie Darko.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary Jules
Target entity description: Gary Jules is an American singer-songwriter best known for his haunting cover of "Mad World," which gained widespread recognition through its use in the film Donnie Darko.
  • A. Marti Pellow
    Marti Pellow is a Scottish singer best known as the lead vocalist of the pop band Wet Wet Wet and for his successful solo career.
  • B. John Glynne
    John Glynne was a 17th-century English lawyer, judge, and politician who played a prominent role during the English Civil War and the Interregnum.
  • C. Craig David
    Craig David is a British singer, songwriter, and record producer best known for his early-2000s UK garage and R&B hits such as "Fill Me In" and "7 Days."
  • D. Daniel Bedingfield
    Daniel Bedingfield is a New Zealand–British singer-songwriter and producer best known for his early-2000s pop and garage hits such as "Gotta Get Thru This."
  • E. Craig Martin
    Craig Martin is an American actor and producer best known as one of the sons of legendary entertainer Dean Martin.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf36c6b08190ba99400600e0b662 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f74635145c8190a42199fe4ed8c2a5 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f748dfd4f081908fd5d77fe70f9db4 completed May 3, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69f74965c53081909c662f7f991849bf completed May 3, 2026, 1:11 p.m.
Created at: April 9, 2026, 9:42 p.m.