Triple

T4899204
Position Surface form Disambiguated ID Type / Status
Subject South Carolina's 5th congressional district E109754 entity
Predicate containsCounty P5971 FINISHED
Object Cherokee County, South Carolina
Cherokee County, South Carolina is a small county in the northern part of the state, known for its role in the textile industry and its historic Revolutionary War sites such as the Cowpens National Battlefield.
E496415 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: Cherokee County, South Carolina | Statement: [South Carolina's 5th congressional district, containsCounty, Cherokee County, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee County, South Carolina
Context triple: [South Carolina's 5th congressional district, containsCounty, Cherokee County, South Carolina]
  • A. Marlboro County, South Carolina
    Marlboro County, South Carolina is a rural county in the northeastern part of the state, known historically for agriculture and its location along the North Carolina border.
  • B. Anderson County, South Carolina
    Anderson County, South Carolina is a county in the northwestern part of the state, known for its mix of industrial development, suburban communities, and proximity to Lake Hartwell and the Blue Ridge Mountains.
  • C. Marion County, South Carolina
    Marion County, South Carolina is a rural county in the eastern part of the state known historically for agriculture and its location within the Pee Dee region.
  • D. Williamsburg County, South Carolina
    Williamsburg County, South Carolina is a rural county in the eastern part of the state known for its agricultural economy, historic communities, and location within the Pee Dee region.
  • E. Clarendon County, South Carolina
    Clarendon County, South Carolina is a rural county in the central part of the state historically significant as the birthplace of Briggs v. Elliott, one of the key cases consolidated into Brown v. Board of Education that challenged racial segregation in public schools.
  • 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: Cherokee County, South Carolina
Triple: [South Carolina's 5th congressional district, containsCounty, Cherokee County, South Carolina]
Generated description
Cherokee County, South Carolina is a small county in the northern part of the state, known for its role in the textile industry and its historic Revolutionary War sites such as the Cowpens National Battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee County, South Carolina
Target entity description: Cherokee County, South Carolina is a small county in the northern part of the state, known for its role in the textile industry and its historic Revolutionary War sites such as the Cowpens National Battlefield.
  • A. Marlboro County, South Carolina
    Marlboro County, South Carolina is a rural county in the northeastern part of the state, known historically for agriculture and its location along the North Carolina border.
  • B. Anderson County, South Carolina
    Anderson County, South Carolina is a county in the northwestern part of the state, known for its mix of industrial development, suburban communities, and proximity to Lake Hartwell and the Blue Ridge Mountains.
  • C. Marion County, South Carolina
    Marion County, South Carolina is a rural county in the eastern part of the state known historically for agriculture and its location within the Pee Dee region.
  • D. Williamsburg County, South Carolina
    Williamsburg County, South Carolina is a rural county in the eastern part of the state known for its agricultural economy, historic communities, and location within the Pee Dee region.
  • E. Clarendon County, South Carolina
    Clarendon County, South Carolina is a rural county in the central part of the state historically significant as the birthplace of Briggs v. Elliott, one of the key cases consolidated into Brown v. Board of Education that challenged racial segregation in public schools.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4adfc48190b35bf3ad59779bd8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec342e4788190ad9bb12e54b6a4ed completed March 21, 2026, 4:11 p.m.
NEDg Description generation batch_69bec505a5dc81908f79c1ade107c4ce completed March 21, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69bec654fc4881909bf5458cdafc7ffd completed March 21, 2026, 4:24 p.m.
Created at: March 20, 2026, 1:28 p.m.