Triple
T2748236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area |
E60921
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | City of Sandy Springs, Georgia |
E24547
|
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: City of Sandy Springs, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, City of Sandy Springs, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Sandy Springs, Georgia Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, City of Sandy Springs, Georgia]
-
A.
Sandy Springs, Georgia, United States
chosen
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
B.
Peachtree City, Georgia
Peachtree City, Georgia is a planned suburban city in the Atlanta metropolitan area known for its extensive network of golf cart paths and high quality of life.
-
C.
Dunwoody, Georgia
Dunwoody, Georgia is a suburban city in the Atlanta metropolitan area known for its residential neighborhoods, shopping centers, and business districts.
-
D.
Alpharetta, Georgia
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.
-
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.
- 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_69ab4b79846081909096725374d65ce9 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb517a00819084fd8f8933a25212 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbd341a88190ae0f5eb94a6fdc92 |
completed | March 10, 2026, 6:36 a.m. |
Created at: March 6, 2026, 9:56 p.m.