Triple

T11488105
Position Surface form Disambiguated ID Type / Status
Subject Darkness, Take My Hand E272332 entity
Predicate featuresCharacter P626 FINISHED
Object Bubba Rogowski
Bubba Rogowski is a violent, mentally disturbed ex-convict who serves as a central antagonist in Dennis Lehane’s crime novel "Darkness, Take My Hand."
E928824 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: Bubba Rogowski | Statement: [Darkness, Take My Hand, featuresCharacter, Bubba Rogowski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bubba Rogowski
Context triple: [Darkness, Take My Hand, featuresCharacter, Bubba Rogowski]
  • A. Bubba Skinner
    Bubba Skinner is a fictional deputy sheriff from the television series "In the Heat of the Night," known for serving in the small Southern town of Sparta, Mississippi.
  • B. Bubba J
    Bubba J is a fictional, beer-loving redneck puppet character created and performed by ventriloquist comedian Jeff Dunham, known for his dim-witted humor and love of NASCAR.
  • C. Bubba Bexley
    Bubba Bexley is a recurring comedic character and friend of Fred Sanford on the classic American sitcom "Sanford and Son."
  • D. Jerry Brudos
    Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
  • E. Kenny Wayne Brobst
    Kenny Wayne Brobst, better known as Kenny Wayne Shepherd, is an American blues-rock guitarist, singer, and songwriter renowned for his virtuosic playing and modern electric blues sound.
  • 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: Bubba Rogowski
Triple: [Darkness, Take My Hand, featuresCharacter, Bubba Rogowski]
Generated description
Bubba Rogowski is a violent, mentally disturbed ex-convict who serves as a central antagonist in Dennis Lehane’s crime novel "Darkness, Take My Hand."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bubba Rogowski
Target entity description: Bubba Rogowski is a violent, mentally disturbed ex-convict who serves as a central antagonist in Dennis Lehane’s crime novel "Darkness, Take My Hand."
  • A. Bubba Skinner
    Bubba Skinner is a fictional deputy sheriff from the television series "In the Heat of the Night," known for serving in the small Southern town of Sparta, Mississippi.
  • B. Bubba J
    Bubba J is a fictional, beer-loving redneck puppet character created and performed by ventriloquist comedian Jeff Dunham, known for his dim-witted humor and love of NASCAR.
  • C. Bubba Bexley
    Bubba Bexley is a recurring comedic character and friend of Fred Sanford on the classic American sitcom "Sanford and Son."
  • D. Jerry Brudos
    Jerry Brudos was an American serial killer active in the late 1960s, known for murdering women in Oregon and for his fetishistic crimes involving women's shoes and clothing.
  • E. Kenny Wayne Brobst
    Kenny Wayne Brobst, better known as Kenny Wayne Shepherd, is an American blues-rock guitarist, singer, and songwriter renowned for his virtuosic playing and modern electric blues sound.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1fc9688190aacc2eed64229b79 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6046076d0819087766bf905825217 completed April 20, 2026, 10:48 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.