Triple
T13067510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orangeburg County, South Carolina |
E329366
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Branchville, South Carolina
Branchville, South Carolina is a small historic town in southern South Carolina known for its railroad heritage and location within Orangeburg County.
|
E1050153
|
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: Branchville, South Carolina | Statement: [Orangeburg County, South Carolina, hasTown, Branchville, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Branchville, South Carolina Context triple: [Orangeburg County, South Carolina, hasTown, Branchville, South Carolina]
-
A.
Bennettsville, South Carolina
Bennettsville, South Carolina is a small historic city in Marlboro County known as a regional center in the Pee Dee area near the North Carolina border.
-
B.
Woodfield, South Carolina
Woodfield, South Carolina is a small residential community and census-designated place located near Columbia in Richland County.
-
C.
Timmonsville, South Carolina
Timmonsville, South Carolina is a small town in northeastern South Carolina known historically for its agricultural roots and proximity to the city of Florence.
-
D.
Johnsonville, South Carolina
Johnsonville, South Carolina is a small city in eastern South Carolina known for its rural character and location within the Pee Dee region.
-
E.
Robertville, South Carolina
Robertville, South Carolina is a small unincorporated rural community in the Lowcountry region of southern 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: Branchville, South Carolina Triple: [Orangeburg County, South Carolina, hasTown, Branchville, South Carolina]
Generated description
Branchville, South Carolina is a small historic town in southern South Carolina known for its railroad heritage and location within Orangeburg County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Branchville, South Carolina Target entity description: Branchville, South Carolina is a small historic town in southern South Carolina known for its railroad heritage and location within Orangeburg County.
-
A.
Bennettsville, South Carolina
Bennettsville, South Carolina is a small historic city in Marlboro County known as a regional center in the Pee Dee area near the North Carolina border.
-
B.
Woodfield, South Carolina
Woodfield, South Carolina is a small residential community and census-designated place located near Columbia in Richland County.
-
C.
Timmonsville, South Carolina
Timmonsville, South Carolina is a small town in northeastern South Carolina known historically for its agricultural roots and proximity to the city of Florence.
-
D.
Johnsonville, South Carolina
Johnsonville, South Carolina is a small city in eastern South Carolina known for its rural character and location within the Pee Dee region.
-
E.
Robertville, South Carolina
Robertville, South Carolina is a small unincorporated rural community in the Lowcountry region of southern 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ec8ba48190baf52c7823482680 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77f74cb388190836484a1dd7d1d67 |
completed | May 3, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69f78097e1c08190b6e201d528d12af9 |
completed | May 3, 2026, 5:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7812aa15081909793181722f9d442 |
completed | May 3, 2026, 5:08 p.m. |
Created at: April 9, 2026, 9 p.m.