Triple
T13284206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Fulton County |
E316396
|
entity |
| Predicate | commonlyContrastedWith |
P11289
|
FINISHED |
| Object |
South Fulton County
South Fulton County refers to the southern portion of Fulton County, Georgia, generally characterized by more urban, historically Black communities and differing socioeconomic and development patterns from the more affluent North Fulton area.
|
E1030433
|
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: South Fulton County | Statement: [North Fulton County, commonlyContrastedWith, South Fulton County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Fulton County Context triple: [North Fulton County, commonlyContrastedWith, South Fulton County]
-
A.
North Fulton County
North Fulton County is the affluent, rapidly growing northern portion of Fulton County in the Atlanta metropolitan area, encompassing suburban cities such as Milton, Alpharetta, and Roswell.
-
B.
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.
-
C.
Forsyth County, Georgia
Forsyth County, Georgia is a rapidly growing suburban county in the Atlanta metropolitan area, known for its high-ranked schools, affluent communities, and proximity to Lake Lanier.
-
D.
Fayette County
Fayette County is a county in southern West Virginia known for its rugged Appalachian landscape, outdoor recreation, and historic coal-mining communities.
-
E.
Fayette County
Fayette County is a largely rural county in southwestern Pennsylvania known for its Appalachian landscape, historic industrial and coal-mining heritage, and proximity to the Pittsburgh metropolitan area.
- 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: South Fulton County Triple: [North Fulton County, commonlyContrastedWith, South Fulton County]
Generated description
South Fulton County refers to the southern portion of Fulton County, Georgia, generally characterized by more urban, historically Black communities and differing socioeconomic and development patterns from the more affluent North Fulton area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Fulton County Target entity description: South Fulton County refers to the southern portion of Fulton County, Georgia, generally characterized by more urban, historically Black communities and differing socioeconomic and development patterns from the more affluent North Fulton area.
-
A.
North Fulton County
North Fulton County is the affluent, rapidly growing northern portion of Fulton County in the Atlanta metropolitan area, encompassing suburban cities such as Milton, Alpharetta, and Roswell.
-
B.
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.
-
C.
Forsyth County, Georgia
Forsyth County, Georgia is a rapidly growing suburban county in the Atlanta metropolitan area, known for its high-ranked schools, affluent communities, and proximity to Lake Lanier.
-
D.
Fayette County
Fayette County is a county in southern West Virginia known for its rugged Appalachian landscape, outdoor recreation, and historic coal-mining communities.
-
E.
Fayette County
Fayette County is a largely rural county in southwestern Pennsylvania known for its Appalachian landscape, historic industrial and coal-mining heritage, and proximity to the Pittsburgh metropolitan area.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99047531c819087aa6406de1ddc82 |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a5a98488190804a97a052741377 |
completed | May 3, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69f70b117c588190bb81ff53664cac4a |
completed | May 3, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70c04da34819091e01db25741674e |
completed | May 3, 2026, 8:49 a.m. |
Created at: April 9, 2026, 9:27 p.m.