Triple
T22825770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SR 20 (Georgia) |
E565654
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Atlanta metropolitan area suburbs |
—
|
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: Atlanta metropolitan area suburbs | Statement: [SR 20 (Georgia), serves, Atlanta metropolitan area suburbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlanta metropolitan area suburbs Context triple: [SR 20 (Georgia), serves, Atlanta metropolitan area suburbs]
-
A.
Northeast Atlanta suburbs
The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
-
B.
Atlanta metropolitan area fringe
The Atlanta metropolitan area fringe is the outermost, less densely developed zone surrounding the core Atlanta metro region, where suburban and rural communities transition into the broader countryside.
-
C.
Inner Ring Suburbs of Atlanta
The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
-
D.
Atlanta metropolitan area (northwestern edge)
The northwestern edge of the Atlanta metropolitan area is a suburban-urban transition zone where Atlanta’s outer suburbs blend into the foothills and small cities of Northwest Georgia.
-
E.
Southside of Atlanta metropolitan area
The Southside of the Atlanta metropolitan area is a predominantly suburban region south of downtown Atlanta that includes communities like College Park and is known for its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atlanta metropolitan area suburbs Target entity description: The Atlanta metropolitan area suburbs are the outlying residential and commercial communities surrounding the city of Atlanta, characterized by rapid growth, commuter populations, and a mix of planned neighborhoods, shopping centers, and business districts.
-
A.
Northeast Atlanta suburbs
The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
-
B.
Atlanta metropolitan area fringe
The Atlanta metropolitan area fringe is the outermost, less densely developed zone surrounding the core Atlanta metro region, where suburban and rural communities transition into the broader countryside.
-
C.
Inner Ring Suburbs of Atlanta
The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
-
D.
Atlanta metropolitan area (northwestern edge)
The northwestern edge of the Atlanta metropolitan area is a suburban-urban transition zone where Atlanta’s outer suburbs blend into the foothills and small cities of Northwest Georgia.
-
E.
Southside of Atlanta metropolitan area
The Southside of the Atlanta metropolitan area is a predominantly suburban region south of downtown Atlanta that includes communities like College Park and is known for its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.
- F. None of above. chosen
Provenance (2 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_69e24585ab1c81909b2b5065d15805d5 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17dd47ea48190b32b2a7d37d95654 |
completed | April 29, 2026, 3:41 a.m. |
Created at: April 17, 2026, 3:34 p.m.