Triple
T22647887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobb Parkway |
E559012
|
entity |
| Predicate | isMajorRetailCorridorFor |
P30026
|
FINISHED |
| Object | Cobb County, Georgia |
—
|
NE NERFINISHED |
How this triple was built (3 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: [Cobb Parkway, isMajorRetailCorridorFor, Cobb County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cobb County, Georgia Context triple: [Cobb Parkway, isMajorRetailCorridorFor, 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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isMajorRetailCorridorFor Context triple: [Cobb Parkway, isMajorRetailCorridorFor, Cobb County, Georgia]
-
A.
hasMajorRetailCorridor
chosen
Indicates that a place contains or is associated with a primary commercial street or area characterized by a high concentration of retail businesses.
-
B.
hasCommercialCorridorAlong
Indicates that a place contains a continuous stretch of commercial activity or businesses situated along a specified linear feature, such as a street or route.
-
C.
isMajorCrosstownRoute
Indicates that a route serves as a primary thoroughfare connecting significant areas across a town or city.
-
D.
isMajorRoadIn
Indicates that a road is classified as a major road within a specified geographic area or jurisdiction.
-
E.
hasMajorRailCorridor
Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
- F. None of above.
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_69e24547f7fc819086e2c4ba3b979657 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17039c2bc8190972a7c169b27005c |
completed | April 29, 2026, 2:43 a.m. |
| PD | Predicate disambiguation | batch_69ee6294c4c08190b7e4829f4b9af24b |
completed | April 26, 2026, 7:08 p.m. |
Created at: April 17, 2026, 3:05 p.m.