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.