Triple
T13910176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg County, South Carolina |
E334469
|
entity |
| Predicate | hasLargestCity |
P235
|
FINISHED |
| Object | Bamberg, South Carolina |
E329395
|
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, South Carolina | Statement: [Bamberg County, South Carolina, hasLargestCity, Bamberg, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamberg, South Carolina Context triple: [Bamberg County, South Carolina, hasLargestCity, Bamberg, South Carolina]
-
A.
Bamberg, South Carolina, United States
chosen
Bamberg, South Carolina, United States, is a small rural town best known as the birthplace of politician and former U.S. ambassador to the United Nations Nikki Haley.
-
B.
Bingham, South Carolina
Bingham, South Carolina is a small unincorporated community located in rural Dillon County in the northeastern part of the state.
-
C.
Bowman, South Carolina
Bowman, South Carolina is a small rural town in southeastern South Carolina known for its agricultural surroundings and location within Orangeburg County.
-
D.
Newberry, South Carolina
Newberry, South Carolina is a small historic city in central South Carolina known for its preserved downtown, cultural events, and the presence of Newberry College.
-
E.
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.
- 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_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_69fbac85fd7c819089e7a78dcf0b22fb |
completed | May 6, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:16 p.m.