Triple

T2709021
Position Surface form Disambiguated ID Type / Status
Subject Diocese of South Carolina E59811 entity
Predicate territoryIncludes P285 FINISHED
Object Bamberg County, South Carolina
Bamberg County, South Carolina is a rural county in the southern part of the state known for its agricultural landscape and small-town communities.
E334469 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: Bamberg County, South Carolina | Statement: [Diocese of South Carolina, territoryIncludes, Bamberg County, South Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamberg County, South Carolina
Context triple: [Diocese of South Carolina, territoryIncludes, Bamberg 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. 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.
  • C. Pickens County, South Carolina
    Pickens County, South Carolina is a county in the northwestern part of the state, located in the foothills of the Blue Ridge Mountains and known for its natural scenery and proximity to Clemson University.
  • D. 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.
  • E. 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.
  • 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: Bamberg County, South Carolina
Triple: [Diocese of South Carolina, territoryIncludes, Bamberg County, South Carolina]
Generated description
Bamberg County, South Carolina is a rural county in the southern part of the state known for its agricultural landscape and small-town communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamberg County, South Carolina
Target entity description: Bamberg County, South Carolina is a rural county in the southern part of the state known for its agricultural landscape and small-town communities.
  • 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. 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.
  • C. Pickens County, South Carolina
    Pickens County, South Carolina is a county in the northwestern part of the state, located in the foothills of the Blue Ridge Mountains and known for its natural scenery and proximity to Clemson University.
  • D. 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.
  • E. 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.
  • 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda7542548190bbf6c947145f7f63 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2357438648190b2dc11ae9b568a15 completed March 12, 2026, 3:39 a.m.
NEDg Description generation batch_69b2393fe2d08190941ac0755b1f8569 completed March 12, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_69b239a968e881909f528498d7d1a47f completed March 12, 2026, 3:57 a.m.
Created at: March 6, 2026, 9:55 p.m.