Triple

T11760766
Position Surface form Disambiguated ID Type / Status
Subject Police Chief Bill Gillespie E279648 entity
Predicate basedOn P98 FINISHED
Object Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")
Bill Gillespie is the small-town police chief in John Ball’s novel "In the Heat of the Night," whose initial prejudice and professional insecurity are challenged through his uneasy collaboration with Black detective Virgil Tibbs during a murder investigation.
E943805 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: Bill Gillespie (character from John Ball’s novel "In the Heat of the Night") | Statement: [Police Chief Bill Gillespie, basedOn, Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")
Context triple: [Police Chief Bill Gillespie, basedOn, Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")]
  • A. Virgil Tibbs
    Virgil Tibbs is a skilled and composed Black homicide detective who famously investigates a murder in a racially tense Southern town in the film "In the Heat of the Night."
  • B. Sheriff Max Muller in The Defiant Ones
    Sheriff Max Muller in *The Defiant Ones* is the determined lawman leading the manhunt for two escaped, chain-ganged prisoners in the 1958 drama film.
  • C. James Brown (character)
    James Brown is a fictional character portrayed as the husband of DeeDee Brown, played by Jill Scott, in the film "Why Did I Get Married?".
  • D. Sam Bowden (character from the novel "The Executioners")
    Sam Bowden is the principled small-town lawyer and family man who becomes the target of a vengeful ex-convict in John D. MacDonald’s thriller novel "The Executioners."
  • E. Cecil Gaines in The Butler
    Cecil Gaines in *The Butler* is the fictionalized White House butler whose decades of service provide a personal lens on major events in 20th-century American history.
  • 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: Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")
Triple: [Police Chief Bill Gillespie, basedOn, Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")]
Generated description
Bill Gillespie is the small-town police chief in John Ball’s novel "In the Heat of the Night," whose initial prejudice and professional insecurity are challenged through his uneasy collaboration with Black detective Virgil Tibbs during a murder investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Gillespie (character from John Ball’s novel "In the Heat of the Night")
Target entity description: Bill Gillespie is the small-town police chief in John Ball’s novel "In the Heat of the Night," whose initial prejudice and professional insecurity are challenged through his uneasy collaboration with Black detective Virgil Tibbs during a murder investigation.
  • A. Virgil Tibbs
    Virgil Tibbs is a skilled and composed Black homicide detective who famously investigates a murder in a racially tense Southern town in the film "In the Heat of the Night."
  • B. Sheriff Max Muller in The Defiant Ones
    Sheriff Max Muller in *The Defiant Ones* is the determined lawman leading the manhunt for two escaped, chain-ganged prisoners in the 1958 drama film.
  • C. James Brown (character)
    James Brown is a fictional character portrayed as the husband of DeeDee Brown, played by Jill Scott, in the film "Why Did I Get Married?".
  • D. Sam Bowden (character from the novel "The Executioners")
    Sam Bowden is the principled small-town lawyer and family man who becomes the target of a vengeful ex-convict in John D. MacDonald’s thriller novel "The Executioners."
  • E. Cecil Gaines in The Butler
    Cecil Gaines in *The Butler* is the fictionalized White House butler whose decades of service provide a personal lens on major events in 20th-century American history.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a52386708190b744746a2db37495 completed April 10, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a4be7c481908deab31f2ee20e0c completed April 28, 2026, 2:24 a.m.
NEDg Description generation batch_69f043b3c51c8190a764433e86f1333e completed April 28, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69f05af9ce808190bc6c1ec2cb9903f9 completed April 28, 2026, 7 a.m.
Created at: April 8, 2026, 9:41 p.m.