Triple
T21343592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hall County, Georgia |
E526266
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object | Flowery Branch, 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: Flowery Branch, Georgia | Statement: [Hall County, Georgia, hasMunicipality, Flowery Branch, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flowery Branch, Georgia Context triple: [Hall County, Georgia, hasMunicipality, Flowery Branch, Georgia]
-
A.
Flowery Branch
chosen
Flowery Branch is a small city in northeastern Georgia, United States, known for its proximity to Lake Lanier and as the longtime training camp site of the Atlanta Falcons NFL team.
-
B.
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.
-
C.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
-
D.
Johns Creek, Georgia
Johns Creek, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, strong public schools, and high quality of life.
-
E.
Doraville, Georgia
Doraville, Georgia is a small suburban city in the Atlanta metropolitan area known for its diverse population and mix of residential, industrial, and commercial districts.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a8515bc48190b79f80e505550cd5 |
completed | April 22, 2026, 10:52 a.m. |
Created at: April 16, 2026, 4:44 p.m.