Triple

T10856111
Position Surface form Disambiguated ID Type / Status
Subject In the Heat of the Night (novel) E256272 entity
Predicate settingLocation P40 FINISHED
Object fictional town of Wells, South Carolina
The fictional town of Wells, South Carolina is the small, racially tense Southern community that serves as the backdrop for John Ball’s crime novel *In the Heat of the Night*.
 E888953 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: fictional town of Wells, South Carolina | Statement: [In the Heat of the Night (novel), settingLocation, fictional town of Wells, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: fictional town of Wells, South Carolina
Context triple: [In the Heat of the Night (novel), settingLocation, fictional town of Wells, South Carolina]
  • A. Town of Wellford, South Carolina
    The Town of Wellford, South Carolina, is a small municipality in the Upstate region known for its residential character and proximity to the city of Spartanburg.
  • B. Town of Central, South Carolina
    The Town of Central is a small municipality in northwestern South Carolina known for its proximity to Clemson University and its location in the foothills of the Blue Ridge Mountains.
  • C. Town of Chesnee, South Carolina
    The Town of Chesnee, South Carolina, is a small rural community in the Upstate region known for its historic downtown and proximity to agricultural and textile heritage areas.
  • D. Town of Elgin, South Carolina
    The Town of Elgin, South Carolina, is a small suburban community in the Midlands region near Columbia, known for its residential character and local festivals.
  • E. Town of Inman, South Carolina
    The Town of Inman, South Carolina, is a small municipality in the Upstate region known for its historic downtown, proximity to Spartanburg, and community-oriented residential character.
  • 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: fictional town of Wells, South Carolina
Triple: [In the Heat of the Night (novel), settingLocation, fictional town of Wells, South Carolina]
Generated description
The fictional town of Wells, South Carolina is the small, racially tense Southern community that serves as the backdrop for John Ball’s crime novel *In the Heat of the Night*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: fictional town of Wells, South Carolina
Target entity description: The fictional town of Wells, South Carolina is the small, racially tense Southern community that serves as the backdrop for John Ball’s crime novel *In the Heat of the Night*.
  • A. Town of Wellford, South Carolina
    The Town of Wellford, South Carolina, is a small municipality in the Upstate region known for its residential character and proximity to the city of Spartanburg.
  • B. Town of Central, South Carolina
    The Town of Central is a small municipality in northwestern South Carolina known for its proximity to Clemson University and its location in the foothills of the Blue Ridge Mountains.
  • C. Town of Chesnee, South Carolina
    The Town of Chesnee, South Carolina, is a small rural community in the Upstate region known for its historic downtown and proximity to agricultural and textile heritage areas.
  • D. Town of Elgin, South Carolina
    The Town of Elgin, South Carolina, is a small suburban community in the Midlands region near Columbia, known for its residential character and local festivals.
  • E. Town of Inman, South Carolina
    The Town of Inman, South Carolina, is a small municipality in the Upstate region known for its historic downtown, proximity to Spartanburg, and community-oriented residential character.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7513695ac8190b5812e977a422c37 completed April 9, 2026, 7:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb197808c8190b1c80aeb2144a909 completed April 14, 2026, 9:28 p.m.
NEDg Description generation batch_69dec25660dc8190a4444a1099e7e40c completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec7cdcd988190bb6508838bea48de completed April 14, 2026, 11:03 p.m.
Created at: April 8, 2026, 9:20 p.m.