Triple
T2748265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area |
E60921
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Banks County, Georgia
Banks County, Georgia is a rural county in northeastern Georgia known for its small-town communities and inclusion in the greater Atlanta metropolitan region.
|
E664570
|
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: Banks County, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Banks County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banks County, Georgia Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Banks County, Georgia]
-
A.
Bryan County, Georgia
Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
-
B.
Chattahoochee County, Georgia
Chattahoochee County, Georgia is a small county in western Georgia known for encompassing much of Fort Moore (formerly Fort Benning), a major U.S. Army installation.
-
C.
Colquitt County, Georgia
Colquitt County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and county seat, Moultrie.
-
D.
Newton County, Georgia
Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
-
E.
Whitfield County, Georgia
Whitfield County, Georgia is a county in the northwestern part of the state, known for its seat Dalton and its role as a center of the U.S. carpet and flooring industry.
- 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: Banks County, Georgia Triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Banks County, Georgia]
Generated description
Banks County, Georgia is a rural county in northeastern Georgia known for its small-town communities and inclusion in the greater Atlanta metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banks County, Georgia Target entity description: Banks County, Georgia is a rural county in northeastern Georgia known for its small-town communities and inclusion in the greater Atlanta metropolitan region.
-
A.
Bryan County, Georgia
Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
-
B.
Chattahoochee County, Georgia
Chattahoochee County, Georgia is a small county in western Georgia known for encompassing much of Fort Moore (formerly Fort Benning), a major U.S. Army installation.
-
C.
Colquitt County, Georgia
Colquitt County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and county seat, Moultrie.
-
D.
Newton County, Georgia
Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
-
E.
Whitfield County, Georgia
Whitfield County, Georgia is a county in the northwestern part of the state, known for its seat Dalton and its role as a center of the U.S. carpet and flooring industry.
- 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_69ab4b79846081909096725374d65ce9 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb517a00819084fd8f8933a25212 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c82735d8988190b4805d5af9f7d3a1 |
completed | March 28, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69c82833f394819092f24dbb35d9b25b |
completed | March 28, 2026, 7:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82900c41481909f886fc565c57420 |
completed | March 28, 2026, 7:16 p.m. |
Created at: March 6, 2026, 9:56 p.m.