Triple
T2748246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area |
E60921
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Cherokee County, Georgia |
E77384
|
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: Cherokee County, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Cherokee County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee County, Georgia Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Cherokee County, Georgia]
-
A.
Cherokee County, Georgia
chosen
Cherokee County, Georgia is a fast-growing suburban county in the northwestern part of the Atlanta metropolitan area, known for its mix of residential communities, historic towns, and access to outdoor recreation in the foothills of the Blue Ridge Mountains.
-
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.
Muscogee County, Georgia
Muscogee County, Georgia is a west-central Georgia county best known as the location of the city of Columbus, a major regional economic and cultural center on the Chattahoochee River.
-
D.
Fayette County, Georgia
Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
-
E.
Colquitt County, Georgia
Colquitt County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and county seat, Moultrie.
- 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_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_69c7941938a88190be049ad13c45f73f |
completed | March 28, 2026, 8:40 a.m. |
Created at: March 6, 2026, 9:56 p.m.