Triple
T13910190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg County, South Carolina |
E334469
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Ehrhardt, South Carolina
Ehrhardt, South Carolina is a small rural town in southern Bamberg County known for its agricultural character and tight-knit community.
|
E1067154
|
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: Ehrhardt, South Carolina | Statement: [Bamberg County, South Carolina, hasSettlement, Ehrhardt, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ehrhardt, South Carolina Context triple: [Bamberg County, South Carolina, hasSettlement, Ehrhardt, South Carolina]
-
A.
Kline, South Carolina
Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
-
B.
Hodges, South Carolina
Hodges, South Carolina is a small incorporated town in Greenwood County known for its rural character and residential community.
-
C.
Hamer, South Carolina
Hamer, South Carolina is a small unincorporated community best known as the home of the tourist attraction South of the Border, located near the North Carolina state line.
-
D.
Tamassee, South Carolina
Tamassee, South Carolina is a small unincorporated community in Oconee County known for its scenic foothills setting in the Blue Ridge Mountains and its historical ties to Revolutionary War figure Andrew Pickens.
-
E.
Blackstock, South Carolina
Blackstock, South Carolina is a small unincorporated rural community in Chester County known for its historic character and location in the northern part of the state.
- 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: Ehrhardt, South Carolina Triple: [Bamberg County, South Carolina, hasSettlement, Ehrhardt, South Carolina]
Generated description
Ehrhardt, South Carolina is a small rural town in southern Bamberg County known for its agricultural character and tight-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ehrhardt, South Carolina Target entity description: Ehrhardt, South Carolina is a small rural town in southern Bamberg County known for its agricultural character and tight-knit community.
-
A.
Kline, South Carolina
Kline, South Carolina is a small rural town located in Barnwell County in the southern part of the state.
-
B.
Hodges, South Carolina
Hodges, South Carolina is a small incorporated town in Greenwood County known for its rural character and residential community.
-
C.
Hamer, South Carolina
Hamer, South Carolina is a small unincorporated community best known as the home of the tourist attraction South of the Border, located near the North Carolina state line.
-
D.
Tamassee, South Carolina
Tamassee, South Carolina is a small unincorporated community in Oconee County known for its scenic foothills setting in the Blue Ridge Mountains and its historical ties to Revolutionary War figure Andrew Pickens.
-
E.
Blackstock, South Carolina
Blackstock, South Carolina is a small unincorporated rural community in Chester County known for its historic character and location in the northern part of the state.
- 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.