Triple
T4639174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnwell County, South Carolina |
E101608
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Blackville, South Carolina
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
|
E460600
|
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: Blackville, South Carolina | Statement: [Barnwell County, South Carolina, containsSettlement, Blackville, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackville, South Carolina Context triple: [Barnwell County, South Carolina, containsSettlement, Blackville, South Carolina]
-
A.
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.
-
B.
Hartsville, South Carolina
Hartsville, South Carolina is a small city in Darlington County known for its historic downtown, industrial base, and role as a regional hub in northeastern South Carolina.
-
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.
Fort Mill, South Carolina
Fort Mill, South Carolina is a rapidly growing suburban town in York County just south of Charlotte, known for its proximity to the North Carolina border and family-friendly communities.
-
E.
Walterboro, South Carolina
Walterboro, South Carolina is a small historic city in Colleton County known as the "Front Porch of the Lowcountry," serving as a regional hub between Charleston and inland South Carolina.
- 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: Blackville, South Carolina Triple: [Barnwell County, South Carolina, containsSettlement, Blackville, South Carolina]
Generated description
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackville, South Carolina Target entity description: Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
-
A.
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.
-
B.
Hartsville, South Carolina
Hartsville, South Carolina is a small city in Darlington County known for its historic downtown, industrial base, and role as a regional hub in northeastern South Carolina.
-
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.
Fort Mill, South Carolina
Fort Mill, South Carolina is a rapidly growing suburban town in York County just south of Charlotte, known for its proximity to the North Carolina border and family-friendly communities.
-
E.
Walterboro, South Carolina
Walterboro, South Carolina is a small historic city in Colleton County known as the "Front Porch of the Lowcountry," serving as a regional hub between Charleston and inland South Carolina.
- 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_69be036d7aa081908b4b361dbae8ebc7 |
completed | March 21, 2026, 2:33 a.m. |
| NEDg | Description generation | batch_69be0542daf08190b792855c8129ac50 |
completed | March 21, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05c1dcd48190a08a5748e86a5ac8 |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:13 p.m.