Triple

T18507988
Position Surface form Disambiguated ID Type / Status
Subject Shameless Hall of Shame E452248 entity
Predicate executiveProducer P7225 FINISHED
Object Davey Holmes
Davey Holmes is an American television writer and producer known for his work on series such as "Shameless" and for creating the crime drama "Get Shorty."
 E1327816 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: Davey Holmes | Statement: [Shameless Hall of Shame, executiveProducer, Davey Holmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Davey Holmes
Context triple: [Shameless Hall of Shame, executiveProducer, Davey Holmes]
  • A. Stephen Young
    Stephen Young is a relatively lesser-known member of the Young family, related to George Young, who was part of the influential Australian rock music scene.
  • B. Jimmy Yuill
    Jimmy Yuill is a Scottish actor known for his work in film, television, and theatre, including roles in several Shakespearean adaptations.
  • C. Gregory Martin
    Gregory Martin was a 16th-century English Catholic scholar and priest best known for producing the first complete English translation of the Bible from the Latin Vulgate, which became the Douay–Rheims Bible.
  • D. Richard Langly
    Richard Langly is a long-haired, geeky computer hacker and conspiracy theorist best known as one of the three eccentric members of The Lone Gunmen in The X-Files universe.
  • E. Michael Coulter
    Michael Coulter is a British cinematographer known for his work on popular films including the romantic comedy "Love Actually."
  • 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: Davey Holmes
Triple: [Shameless Hall of Shame, executiveProducer, Davey Holmes]
Generated description
Davey Holmes is an American television writer and producer known for his work on series such as "Shameless" and for creating the crime drama "Get Shorty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Davey Holmes
Target entity description: Davey Holmes is an American television writer and producer known for his work on series such as "Shameless" and for creating the crime drama "Get Shorty."
  • A. Stephen Young
    Stephen Young is a relatively lesser-known member of the Young family, related to George Young, who was part of the influential Australian rock music scene.
  • B. Jimmy Yuill
    Jimmy Yuill is a Scottish actor known for his work in film, television, and theatre, including roles in several Shakespearean adaptations.
  • C. Gregory Martin
    Gregory Martin was a 16th-century English Catholic scholar and priest best known for producing the first complete English translation of the Bible from the Latin Vulgate, which became the Douay–Rheims Bible.
  • D. Richard Langly
    Richard Langly is a long-haired, geeky computer hacker and conspiracy theorist best known as one of the three eccentric members of The Lone Gunmen in The X-Files universe.
  • E. Michael Coulter
    Michael Coulter is a British cinematographer known for his work on popular films including the romantic comedy "Love Actually."
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471470bfc8190bf64c367d2e37a81 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a047dabf1e481908179fd57c83215d0 completed May 13, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_6a047e5148a08190b3288b2a07c7ed78 completed May 13, 2026, 1:36 p.m.
Created at: April 10, 2026, 11:36 a.m.