Triple
T2748240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area |
E60921
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Cobb County, Georgia |
E75343
|
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: Cobb County, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Cobb County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cobb County, Georgia Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Cobb County, Georgia]
-
A.
Cobb County, Georgia
chosen
Cobb County, Georgia is a populous suburban county in the Atlanta metropolitan area known for its residential communities, commercial centers, and local government services.
-
B.
Clayton County, Georgia
Clayton County, Georgia is a suburban county in the Atlanta metropolitan area known for hosting part of Hartsfield–Jackson Atlanta International Airport and serving as a major residential and transportation hub.
-
C.
Clarke County, Georgia
Clarke County, Georgia is a northeastern Georgia county best known for encompassing the city of Athens, home to the University of Georgia and a vibrant arts and music scene.
-
D.
Hall County, Georgia
Hall County, Georgia is a northeastern Georgia county centered on the city of Gainesville and known for its proximity to Lake Lanier and role in the Atlanta metropolitan area.
-
E.
DeKalb County, Georgia
DeKalb County, Georgia is a populous county in the Atlanta metropolitan area that includes part of the city of Atlanta and is known for its diverse communities and major institutions such as Emory University and the Centers for Disease Control and Prevention.
- 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_69c750f84be081908fa4738e09cb884e |
completed | March 28, 2026, 3:54 a.m. |
Created at: March 6, 2026, 9:56 p.m.