Triple
T5761190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State Route 141 (Peachtree Parkway) near Cumming |
E127096
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | city of Cumming, Georgia |
E154675
|
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 Cumming, Georgia | Statement: [State Route 141 (Peachtree Parkway) near Cumming, near, city of Cumming, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Cumming, Georgia Context triple: [State Route 141 (Peachtree Parkway) near Cumming, near, city of Cumming, Georgia]
-
A.
Cumming, Georgia
chosen
Cumming, Georgia is a small city in Forsyth County that serves as a suburban hub within the Atlanta metropolitan area.
-
B.
Snellville, Georgia
Snellville, Georgia is a suburban city in Gwinnett County known for its residential communities, local parks, and proximity to Atlanta.
-
C.
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.
-
D.
Peachtree Corners, Georgia
Peachtree Corners, Georgia is a suburban city in Gwinnett County near Atlanta, known for its planned communities and growing technology and business presence.
-
E.
Columbus, Georgia
Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
- 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_69c00833a3fc81908f4bc29ed011b7a6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02939b22c81908f8354ab175d168d |
completed | March 22, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e5547f88190b950a3037708f820 |
completed | March 22, 2026, 11:42 p.m. |
Created at: March 22, 2026, 3:49 p.m.