Triple
T7549136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duluth, Georgia |
E178482
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Johns Creek, Georgia |
E76107
|
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: Johns Creek, Georgia | Statement: [Duluth, Georgia, borderedBy, Johns Creek, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johns Creek, Georgia Context triple: [Duluth, Georgia, borderedBy, Johns Creek, Georgia]
-
A.
Johns Creek, Georgia
chosen
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.
-
B.
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.
-
C.
Ellenwood, Georgia
Ellenwood, Georgia is an unincorporated suburban community in the Atlanta metropolitan area spanning parts of Henry and neighboring counties.
-
D.
East Cobb, Georgia
East Cobb, Georgia is an affluent suburban community in the Atlanta metropolitan area known for its high-performing schools, residential neighborhoods, and family-oriented amenities.
-
E.
Snellville, Georgia
Snellville, Georgia is a suburban city in Gwinnett County known for its residential communities, local parks, and proximity to Atlanta.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b35ba481908e1e5bbf329daa33 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f2b0de48190a854b4d4935c2254 |
completed | March 28, 2026, 9:59 p.m. |
Created at: March 27, 2026, 3:49 p.m.