Triple
T13068662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg, South Carolina |
E329395
|
entity |
| Predicate | isCountySeatOf |
P383
|
FINISHED |
| Object | Bamberg County, South Carolina |
E334469
|
NE FINISHED |
How this triple was built (2 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: [Bamberg, South Carolina, isCountySeatOf, Bamberg County, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamberg County, South Carolina Context triple: [Bamberg, South Carolina, isCountySeatOf, Bamberg County, South Carolina]
-
A.
Bamberg County, South Carolina
chosen
Bamberg County, South Carolina is a rural county in the southern part of the state known for its agricultural landscape and small-town communities.
-
B.
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.
-
C.
Newberry County, South Carolina
Newberry County, South Carolina is a predominantly rural county in the central part of the state, known for its historic downtown Newberry and cultural landmarks such as the Newberry Opera House.
-
D.
Allendale County, South Carolina
Allendale County, South Carolina is a rural county in the southern part of the state known for its agricultural landscape, small population, and location along the Savannah River near the Georgia border.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_6a00179824c88190aeef28a08eb1a0c9 |
completed | May 10, 2026, 5:28 a.m. |
Created at: April 9, 2026, 9 p.m.