Triple
T22285252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland Community Improvement District |
E550843
|
entity |
| Predicate | hasHeadquartersLocation |
P62
|
FINISHED |
| Object | Cumberland area, Cobb County, Georgia |
—
|
NE NERFINISHED |
How this triple was built (2 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: Cumberland area, Cobb County, Georgia | Statement: [Cumberland Community Improvement District, hasHeadquartersLocation, Cumberland area, Cobb County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland area, Cobb County, Georgia Context triple: [Cumberland Community Improvement District, hasHeadquartersLocation, Cumberland area, Cobb County, Georgia]
-
A.
Cumberland, Georgia
chosen
Cumberland, Georgia is a major commercial and entertainment district in Cobb County, best known as the home of Truist Park and The Battery Atlanta.
-
B.
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.
-
C.
Cobb County, Georgia
Cobb County, Georgia is a populous suburban county in the Atlanta metropolitan area known for its residential communities, commercial centers, and local government services.
-
D.
Chattahoochee County, Georgia
Chattahoochee County, Georgia is a small county in western Georgia known for encompassing much of Fort Moore (formerly Fort Benning), a major U.S. Army installation.
-
E.
Montgomery County, Georgia
Montgomery County, Georgia is a rural county in southeastern Georgia known for its agricultural economy and small-town communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e44d538819097c6b8f333af3352 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15606948c81909ebaa5ea106d2b7a |
completed | April 29, 2026, 12:51 a.m. |
Created at: April 16, 2026, 8:40 p.m.