Triple

T8134192
Position Surface form Disambiguated ID Type / Status
Subject Chester County, South Carolina E189927 entity
Predicate contains P35 FINISHED
Object Wilksburg, South Carolina
Wilksburg, South Carolina is a small unincorporated rural community located in Chester County in the northern part of the state.
 E727277 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: Wilksburg, South Carolina | Statement: [Chester County, South Carolina, contains, Wilksburg, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wilksburg, South Carolina
Context triple: [Chester County, South Carolina, contains, Wilksburg, South Carolina]
  • A. 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.
  • B. Statesburg, South Carolina
    Statesburg, South Carolina is a small unincorporated community in Sumter County known historically as the birthplace of Confederate General Richard H. Anderson and as one of the early inland settlements of the state.
  • C. 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.
  • D. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • E. 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.
  • 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: Wilksburg, South Carolina
Triple: [Chester County, South Carolina, contains, Wilksburg, South Carolina]
Generated description
Wilksburg, South Carolina is a small unincorporated rural community located in Chester County in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wilksburg, South Carolina
Target entity description: Wilksburg, South Carolina is a small unincorporated rural community located in Chester County in the northern part of the state.
  • A. 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.
  • B. Statesburg, South Carolina
    Statesburg, South Carolina is a small unincorporated community in Sumter County known historically as the birthplace of Confederate General Richard H. Anderson and as one of the early inland settlements of the state.
  • C. 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.
  • D. Kline, South Carolina
    Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
  • E. 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.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43bbae608190bdc1afe6f0ab83ae completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc66e6f04819082e58e20557add72 completed April 2, 2026, 1:29 a.m.
NEDg Description generation batch_69cdcb8cbd3c8190b467ecbcf55231e9 completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdccff097c819099a33612504468e1 completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:35 p.m.