Triple
T13910204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg County, South Carolina |
E334469
|
entity |
| Predicate | isPartOfStatisticalArea |
P294
|
FINISHED |
| Object |
Orangeburg, South Carolina micropolitan area
The Orangeburg, South Carolina micropolitan area is a small U.S. Census-defined region centered on the city of Orangeburg that encompasses surrounding rural counties and communities in central South Carolina.
|
E1067157
|
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: Orangeburg, South Carolina micropolitan area | Statement: [Bamberg County, South Carolina, isPartOfStatisticalArea, Orangeburg, South Carolina micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orangeburg, South Carolina micropolitan area Context triple: [Bamberg County, South Carolina, isPartOfStatisticalArea, Orangeburg, South Carolina micropolitan area]
-
A.
Orangeburg, South Carolina
Orangeburg, South Carolina is a small city in central South Carolina known for its historic roots, regional agriculture, and as the home of South Carolina State University and Claflin University.
-
B.
Columbia, South Carolina metropolitan area
The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
-
C.
Batesburg-Leesville, South Carolina
Batesburg-Leesville, South Carolina is a small town in the central part of the state known for its rural character and location within the Columbia metropolitan area.
-
D.
Greenville-Anderson, South Carolina Combined Statistical Area
The Greenville-Anderson, South Carolina Combined Statistical Area is a U.S. Census-defined multi-county region in Upstate South Carolina centered on the cities of Greenville and Anderson, serving as a major economic and population hub for the state.
-
E.
Orangeburg County, South Carolina
Orangeburg County, South Carolina is a largely rural county in the central part of the state, known for its agricultural economy and the city of Orangeburg as its county seat.
- 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: Orangeburg, South Carolina micropolitan area Triple: [Bamberg County, South Carolina, isPartOfStatisticalArea, Orangeburg, South Carolina micropolitan area]
Generated description
The Orangeburg, South Carolina micropolitan area is a small U.S. Census-defined region centered on the city of Orangeburg that encompasses surrounding rural counties and communities in central South Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orangeburg, South Carolina micropolitan area Target entity description: The Orangeburg, South Carolina micropolitan area is a small U.S. Census-defined region centered on the city of Orangeburg that encompasses surrounding rural counties and communities in central South Carolina.
-
A.
Orangeburg, South Carolina
Orangeburg, South Carolina is a small city in central South Carolina known for its historic roots, regional agriculture, and as the home of South Carolina State University and Claflin University.
-
B.
Columbia, South Carolina metropolitan area
The Columbia, South Carolina metropolitan area is a regional urban and economic hub centered on the state capital of Columbia and encompassing surrounding counties and communities in central South Carolina.
-
C.
Batesburg-Leesville, South Carolina
Batesburg-Leesville, South Carolina is a small town in the central part of the state known for its rural character and location within the Columbia metropolitan area.
-
D.
Greenville-Anderson, South Carolina Combined Statistical Area
The Greenville-Anderson, South Carolina Combined Statistical Area is a U.S. Census-defined multi-county region in Upstate South Carolina centered on the cities of Greenville and Anderson, serving as a major economic and population hub for the state.
-
E.
Orangeburg County, South Carolina
Orangeburg County, South Carolina is a largely rural county in the central part of the state, known for its agricultural economy and the city of Orangeburg as its county seat.
- 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_69d81c5eaa9c819083b1ff8689179565 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2723461881908376b5509ee0d530 |
completed | April 14, 2026, 11:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c72879e48190ac01d0a2023b098c |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c7b9e4888190822501d439df142a |
completed | May 3, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c83e31d4819094209406fc99456a |
completed | May 3, 2026, 10:12 p.m. |
Created at: April 9, 2026, 10:16 p.m.