Triple

T4639177
Position Surface form Disambiguated ID Type / Status
Subject Barnwell County, South Carolina E101608 entity
Predicate containsSettlement P847 FINISHED
Object Elko, South Carolina
Elko, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
E468209 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: Elko, South Carolina | Statement: [Barnwell County, South Carolina, containsSettlement, Elko, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elko, South Carolina
Context triple: [Barnwell County, South Carolina, containsSettlement, Elko, South Carolina]
  • A. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • B. Williston, South Carolina
    Williston, South Carolina is a small rural town in Barnwell County known historically for its role in the region’s agriculture and its proximity to the Savannah River Site.
  • C. Mauldin, South Carolina
    Mauldin, South Carolina is a suburban city in Greenville County known for its residential communities, schools, and proximity to the Greenville metropolitan area.
  • D. Hopewell, South Carolina
    Hopewell, South Carolina is a historic plantation site in the state’s Upcountry region, best known as the home of Revolutionary War general and statesman Andrew Pickens.
  • E. Alcolu, South Carolina
    Alcolu, South Carolina is an unincorporated community and former mill town in Clarendon County known for its historic ties to the lumber and textile industries.
  • 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: Elko, South Carolina
Triple: [Barnwell County, South Carolina, containsSettlement, Elko, South Carolina]
Generated description
Elko, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elko, South Carolina
Target entity description: Elko, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • A. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • B. Williston, South Carolina
    Williston, South Carolina is a small rural town in Barnwell County known historically for its role in the region’s agriculture and its proximity to the Savannah River Site.
  • C. Mauldin, South Carolina
    Mauldin, South Carolina is a suburban city in Greenville County known for its residential communities, schools, and proximity to the Greenville metropolitan area.
  • D. Hopewell, South Carolina
    Hopewell, South Carolina is a historic plantation site in the state’s Upcountry region, best known as the home of Revolutionary War general and statesman Andrew Pickens.
  • E. Alcolu, South Carolina
    Alcolu, South Carolina is an unincorporated community and former mill town in Clarendon County known for its historic ties to the lumber and textile industries.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a8e0ee88190becab97d2ef1571a completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39b295ec8190bab91913ddf8eb8d completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3e13c4fc819082973b84a6df4db6 completed March 21, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69be3e667098819084b4cff865645f36 completed March 21, 2026, 6:44 a.m.
Created at: March 20, 2026, 1:13 p.m.