Triple
T3662211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forsyth County, Georgia |
E77674
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Alpharetta (unincorporated parts in county) |
E76199
|
NE FINISHED |
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: Alpharetta (unincorporated parts in county) | Statement: [Forsyth County, Georgia, hasUnincorporatedCommunity, Alpharetta (unincorporated parts in county)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alpharetta (unincorporated parts in county) Context triple: [Forsyth County, Georgia, hasUnincorporatedCommunity, Alpharetta (unincorporated parts in county)]
-
A.
Alpharetta, Georgia
chosen
Alpharetta, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, thriving tech and business sector, and highly rated schools.
-
B.
Alpharetta Elementary School
Alpharetta Elementary School is a public primary school serving young students in the city of Alpharetta, Georgia.
-
C.
Rockdale County, Georgia
Rockdale County, Georgia is a suburban county in the Atlanta metropolitan area with Conyers as its county seat.
-
D.
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.
-
E.
Early County, Georgia
Early County, Georgia is a rural county in the southwestern part of the U.S. state of Georgia, known for its agricultural economy and historic small towns such as its county seat, Blakely.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3d826d88190b0b50e8592088a36 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48846af9881909d71d63b8bd8d141 |
completed | March 13, 2026, 9:57 p.m. |
Created at: March 8, 2026, 3:25 p.m.