Triple
T601050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fulton County, Georgia |
E11493
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Cherokee County, Georgia
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.
|
E77384
|
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: Cherokee County, Georgia | Statement: [Fulton County, Georgia, borders, Cherokee County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee County, Georgia Context triple: [Fulton County, Georgia, borders, Cherokee County, Georgia]
-
A.
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.
-
B.
Randolph County, Georgia
Randolph County, Georgia is a rural county in southwestern Georgia known for its agricultural landscape, small towns, and location within the state’s historic Black Belt region.
-
C.
Gilmer County, Georgia
Gilmer County, Georgia is a mountainous county in the north-central part of the state, known for its marble resources, outdoor recreation, and position within the Appalachian region.
-
D.
Columbia County, Georgia
Columbia County, Georgia is a rapidly growing suburban county in the Augusta metropolitan area known for its high-performing schools, residential communities, and proximity to the Savannah River.
-
E.
Jefferson County, Georgia
Jefferson County, Georgia is a rural county in east-central Georgia known for its agricultural economy and historic county seat of Louisville.
- 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: Cherokee County, Georgia Triple: [Fulton County, Georgia, borders, Cherokee County, Georgia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cherokee County, Georgia Target entity description: 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.
-
A.
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.
-
B.
Randolph County, Georgia
Randolph County, Georgia is a rural county in southwestern Georgia known for its agricultural landscape, small towns, and location within the state’s historic Black Belt region.
-
C.
Gilmer County, Georgia
Gilmer County, Georgia is a mountainous county in the north-central part of the state, known for its marble resources, outdoor recreation, and position within the Appalachian region.
-
D.
Columbia County, Georgia
Columbia County, Georgia is a rapidly growing suburban county in the Augusta metropolitan area known for its high-performing schools, residential communities, and proximity to the Savannah River.
-
E.
Jefferson County, Georgia
Jefferson County, Georgia is a rural county in east-central Georgia known for its agricultural economy and historic county seat of Louisville.
- 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d7a2180819086c7e9465a2d7432 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a55a734f6c8190a141dafc03dd2e77 |
completed | March 2, 2026, 9:37 a.m. |
| NEDg | Description generation | batch_69a55b3c0d008190bb5fca8cb4aa6df5 |
completed | March 2, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a55b8812648190b4b35f630f0003a0 |
completed | March 2, 2026, 9:42 a.m. |
Created at: March 1, 2026, 7:35 p.m.