Triple
T14302400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks County |
E354599
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Nails Creek, Georgia
Nails Creek, Georgia is a small unincorporated rural community located in Banks County in northeastern Georgia.
|
E1091545
|
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: Nails Creek, Georgia | Statement: [Banks County, hasUnincorporatedCommunity, Nails Creek, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nails Creek, Georgia Context triple: [Banks County, hasUnincorporatedCommunity, Nails Creek, Georgia]
-
A.
Tails Creek, Georgia
Tails Creek, Georgia is a small unincorporated rural community located in Gilmer County in the north Georgia mountains.
-
B.
Mossy Creek, Georgia
Mossy Creek, Georgia is an unincorporated community in White County known for its rural Appalachian setting and proximity to the North Georgia mountains.
-
C.
Ochlocknee, Georgia
Ochlocknee, Georgia is a small rural town in southern Georgia known for its agricultural community and annual Old South Day festival.
-
D.
Cave Spring, Georgia
Cave Spring, Georgia is a small historic city in Floyd County known for its natural limestone spring, scenic park, and well-preserved 19th-century architecture.
-
E.
Pine Mountain, Georgia
Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
- 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: Nails Creek, Georgia Triple: [Banks County, hasUnincorporatedCommunity, Nails Creek, Georgia]
Generated description
Nails Creek, Georgia is a small unincorporated rural community located in Banks County in northeastern Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nails Creek, Georgia Target entity description: Nails Creek, Georgia is a small unincorporated rural community located in Banks County in northeastern Georgia.
-
A.
Tails Creek, Georgia
Tails Creek, Georgia is a small unincorporated rural community located in Gilmer County in the north Georgia mountains.
-
B.
Mossy Creek, Georgia
Mossy Creek, Georgia is an unincorporated community in White County known for its rural Appalachian setting and proximity to the North Georgia mountains.
-
C.
Ochlocknee, Georgia
Ochlocknee, Georgia is a small rural town in southern Georgia known for its agricultural community and annual Old South Day festival.
-
D.
Cave Spring, Georgia
Cave Spring, Georgia is a small historic city in Floyd County known for its natural limestone spring, scenic park, and well-preserved 19th-century architecture.
-
E.
Pine Mountain, Georgia
Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2883e081909c53170ef30b4125 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3dc46b408190b7c515156f81f1fc |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3eb045488190b44812eb638807ff |
completed | May 8, 2026, 1:38 a.m. |
Created at: April 10, 2026, 1:12 a.m.