Triple
T3561273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cobb County, Georgia |
E75343
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Vinings, Georgia
Vinings, Georgia is an affluent unincorporated community and census-designated place just northwest of Atlanta, known for its upscale residential areas, shopping, and proximity to the Chattahoochee River.
|
E377892
|
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: Vinings, Georgia | Statement: [Cobb County, Georgia, containsCensusDesignatedPlace, Vinings, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vinings, Georgia Context triple: [Cobb County, Georgia, containsCensusDesignatedPlace, Vinings, Georgia]
-
A.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
-
B.
Dunwoody, Georgia
Dunwoody, Georgia is a suburban city in the Atlanta metropolitan area known for its residential neighborhoods, shopping centers, and business districts.
-
C.
Sandy Springs
Sandy Springs is a major suburban city in northern Fulton County, Georgia, known for its proximity to Atlanta and its role as a significant residential and business hub in the metropolitan area.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
North Druid Hills, Georgia
North Druid Hills, Georgia is an unincorporated, largely suburban census-designated community in the Atlanta metropolitan area known for its residential neighborhoods, commercial corridors, and proximity to Emory University.
- 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: Vinings, Georgia Triple: [Cobb County, Georgia, containsCensusDesignatedPlace, Vinings, Georgia]
Generated description
Vinings, Georgia is an affluent unincorporated community and census-designated place just northwest of Atlanta, known for its upscale residential areas, shopping, and proximity to the Chattahoochee River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vinings, Georgia Target entity description: Vinings, Georgia is an affluent unincorporated community and census-designated place just northwest of Atlanta, known for its upscale residential areas, shopping, and proximity to the Chattahoochee River.
-
A.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
-
B.
Dunwoody, Georgia
Dunwoody, Georgia is a suburban city in the Atlanta metropolitan area known for its residential neighborhoods, shopping centers, and business districts.
-
C.
Sandy Springs
Sandy Springs is a major suburban city in northern Fulton County, Georgia, known for its proximity to Atlanta and its role as a significant residential and business hub in the metropolitan area.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
North Druid Hills, Georgia
North Druid Hills, Georgia is an unincorporated, largely suburban census-designated community in the Atlanta metropolitan area known for its residential neighborhoods, commercial corridors, and proximity to Emory University.
- 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_69ad85d45090819086f34fb85d850a1e |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc08ac1b0819082021ecdd0061dc3 |
completed | March 8, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48825d5a08190b57407b660fb5954 |
completed | March 13, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_69b4904097648190a26bce8da54a613f |
completed | March 13, 2026, 10:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4aefb58448190b7d34343a5dbb0f6 |
completed | March 14, 2026, 12:42 a.m. |
Created at: March 8, 2026, 3:21 p.m.