Triple

T14576855
Position Surface form Disambiguated ID Type / Status
Subject Hampton County, South Carolina E342074 entity
Predicate containsSettlement P847 FINISHED
Object Varnville, South Carolina
Varnville, South Carolina is a small rural town in the Lowcountry region known for its historic character and close-knit community.
E1106100 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: Varnville, South Carolina | Statement: [Hampton County, South Carolina, containsSettlement, Varnville, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Varnville, South Carolina
Context triple: [Hampton County, South Carolina, containsSettlement, Varnville, South Carolina]
  • A. Turbeville, South Carolina
    Turbeville, South Carolina is a small rural town in eastern South Carolina known for its agricultural surroundings and location within Clarendon County.
  • B. Robertville, South Carolina
    Robertville, South Carolina is a small unincorporated rural community in the Lowcountry region of southern South Carolina.
  • C. Cottageville, South Carolina
    Cottageville, South Carolina is a small rural town in the Lowcountry region of the state, known for its quiet residential character and proximity to natural areas and larger nearby communities.
  • D. Grahamville, South Carolina
    Grahamville, South Carolina is a small unincorporated community located in rural Jasper County in the southern part of the state.
  • E. Reevesville, South Carolina
    Reevesville, South Carolina is a small rural town located in Dorchester County in the southeastern part of the state.
  • 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: Varnville, South Carolina
Triple: [Hampton County, South Carolina, containsSettlement, Varnville, South Carolina]
Generated description
Varnville, South Carolina is a small rural town in the Lowcountry region known for its historic character and close-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Varnville, South Carolina
Target entity description: Varnville, South Carolina is a small rural town in the Lowcountry region known for its historic character and close-knit community.
  • A. Turbeville, South Carolina
    Turbeville, South Carolina is a small rural town in eastern South Carolina known for its agricultural surroundings and location within Clarendon County.
  • B. Robertville, South Carolina
    Robertville, South Carolina is a small unincorporated rural community in the Lowcountry region of southern South Carolina.
  • C. Cottageville, South Carolina
    Cottageville, South Carolina is a small rural town in the Lowcountry region of the state, known for its quiet residential character and proximity to natural areas and larger nearby communities.
  • D. Grahamville, South Carolina
    Grahamville, South Carolina is a small unincorporated community located in rural Jasper County in the southern part of the state.
  • E. Reevesville, South Carolina
    Reevesville, South Carolina is a small rural town located in Dorchester County in the southeastern part of the state.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f5ec448190b2ef887fdf7b633e completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ace7da48190880a736ead5c4055 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bb3c1188190b158d30e9c962911 completed May 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c6e7d448190835f87e27c998623 completed May 8, 2026, 7:10 a.m.
Created at: April 10, 2026, 1:24 a.m.