Triple
T13284222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Fulton County |
E316396
|
entity |
| Predicate | isSubregionOf |
P9956
|
FINISHED |
| Object | North Metro Atlanta |
E60921
|
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: North Metro Atlanta | Statement: [North Fulton County, isSubregionOf, North Metro Atlanta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Metro Atlanta Context triple: [North Fulton County, isSubregionOf, North Metro Atlanta]
-
A.
Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
chosen
The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
-
B.
Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
-
C.
Atlanta Regional
Atlanta Regional is one of the geographic brackets used to organize teams and games in the NCAA Division I men’s basketball tournament.
-
D.
Atlanta Perimeter
Atlanta Perimeter is the commonly used name for the Interstate 285 beltway that encircles the city of Atlanta, Georgia.
-
E.
Metro Atlanta Southside
Metro Atlanta Southside is the portion of the Atlanta metropolitan area located south of downtown Atlanta, encompassing communities such as East Point and other nearby suburbs.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99047531c819087aa6406de1ddc82 |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a5a98488190804a97a052741377 |
completed | May 3, 2026, 8:42 a.m. |
Created at: April 9, 2026, 9:27 p.m.