Triple

T16097925
Position Surface form Disambiguated ID Type / Status
Subject Hot Bench E390533 entity
Predicate executiveProducer P7225 FINISHED
Object Randy Douthit NE NERFINISHED

How this triple was built (3 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: Randy Douthit | Statement: [Hot Bench, executiveProducer, Randy Douthit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Douthit
Context triple: [Hot Bench, executiveProducer, Randy Douthit]
  • A. Randall Gosch
    Randall Gosch is a private individual best known for having been married to actor Ted Danson before his rise to major television fame.
  • B. Robert Muldrow
    Robert Muldrow was an American topographer and explorer associated with early surveying and exploration work in the Alaska Range.
  • C. Randy Bricker
    Randy Bricker is a film editor known for his work on horror and genre films, including Texas Chainsaw 3D.
  • D. Jeffrey DeMunn
    Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Douthit
Target entity description: Randy Douthit is a veteran American television producer and director best known for his work on courtroom and talk shows, including serving as executive producer of the syndicated legal series "Hot Bench."
  • A. Randall Gosch
    Randall Gosch is a private individual best known for having been married to actor Ted Danson before his rise to major television fame.
  • B. Robert Muldrow
    Robert Muldrow was an American topographer and explorer associated with early surveying and exploration work in the Alaska Range.
  • C. Randy Bricker
    Randy Bricker is a film editor known for his work on horror and genre films, including Texas Chainsaw 3D.
  • D. Jeffrey DeMunn
    Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • F. None of above. chosen

Provenance (2 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6551a48190afb7e0c61e22b541 completed April 17, 2026, 9:37 a.m.
Created at: April 10, 2026, 4:59 a.m.