Triple
T4639139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnwell County, South Carolina |
E101608
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Barnwell, South Carolina
Barnwell, South Carolina, is a small city in the southern part of the state known historically for agriculture and its proximity to the Savannah River Site nuclear reservation.
|
E101608
|
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: Barnwell, South Carolina | Statement: [Barnwell County, South Carolina, hasCountySeat, Barnwell, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnwell, South Carolina Context triple: [Barnwell County, South Carolina, hasCountySeat, Barnwell, South Carolina]
-
A.
Mount Pleasant, South Carolina
Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
-
B.
Barnwell County, South Carolina
Barnwell County, South Carolina is a rural county in the southwestern part of the state known for its agricultural landscape and its role in the U.S. nuclear industry.
-
C.
Aiken, South Carolina
Aiken, South Carolina is a historic city in western South Carolina known for its equestrian culture, winter colony heritage, and tree-lined streets.
-
D.
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.
-
E.
Beaufort, South Carolina
Beaufort, South Carolina is a historic coastal city known for its well-preserved antebellum architecture, scenic waterfront, and role as a cultural center of the South Carolina Lowcountry.
- 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: Barnwell, South Carolina Triple: [Barnwell County, South Carolina, hasCountySeat, Barnwell, South Carolina]
Generated description
Barnwell, South Carolina, is a small city in the southern part of the state known historically for agriculture and its proximity to the Savannah River Site nuclear reservation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnwell, South Carolina Target entity description: Barnwell, South Carolina, is a small city in the southern part of the state known historically for agriculture and its proximity to the Savannah River Site nuclear reservation.
-
A.
Mount Pleasant, South Carolina
Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
-
B.
Barnwell County, South Carolina
chosen
Barnwell County, South Carolina is a rural county in the southwestern part of the state known for its agricultural landscape and its role in the U.S. nuclear industry.
-
C.
Aiken, South Carolina
Aiken, South Carolina is a historic city in western South Carolina known for its equestrian culture, winter colony heritage, and tree-lined streets.
-
D.
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.
-
E.
Beaufort, South Carolina
Beaufort, South Carolina is a historic coastal city known for its well-preserved antebellum architecture, scenic waterfront, and role as a cultural center of the South Carolina Lowcountry.
- F. None of above.
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.