Triple
T8402323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dacula, Georgia |
E198402
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Northeast 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: Northeast Metro Atlanta | Statement: [Dacula, Georgia, region, Northeast Metro Atlanta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northeast Metro Atlanta Context triple: [Dacula, Georgia, region, Northeast 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.
Columbus, GA–AL metropolitan area
The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
-
D.
Savannah metropolitan area
The Savannah metropolitan area is a coastal urban region in southeastern Georgia centered on the historic port city of Savannah, known for its tourism, logistics, and cultural heritage.
-
E.
Midtown Atlanta
Midtown Atlanta is a vibrant commercial and cultural district in Atlanta, Georgia, known for its arts institutions, high-rise skyline, and bustling urban lifestyle.
- 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_69ca8310df9c8190b25f16161cca3e41 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb824efa5c81908ce816cdb8e1fcfb |
completed | March 31, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3973369481909392e8f9c4d6d447 |
completed | April 2, 2026, 9:40 a.m. |
Created at: March 30, 2026, 6:04 p.m.