Triple
T21246485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brookhaven/Oglethorpe station (MARTA) |
E523623
|
entity |
| Predicate | locatedInCity |
P40
|
FINISHED |
| Object | Brookhaven, Georgia |
—
|
NE NERFINISHED |
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: Brookhaven, Georgia | Statement: [Brookhaven/Oglethorpe station (MARTA), locatedInCity, Brookhaven, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brookhaven, Georgia Context triple: [Brookhaven/Oglethorpe station (MARTA), locatedInCity, Brookhaven, Georgia]
-
A.
Brookhaven, Georgia
chosen
Brookhaven, Georgia is a suburban city northeast of Atlanta known for its residential neighborhoods, parks, and mixed-use commercial districts.
-
B.
Brookfield, Georgia
Brookfield, Georgia is a small unincorporated community and census-designated place in south-central Georgia known for its rural character and proximity to the city of Tifton.
-
C.
Bainbridge, Georgia
Bainbridge, Georgia is a small city in the southwestern part of the state known for its outdoor recreation, historic downtown, and proximity to major waterways near the Florida border.
-
D.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
E.
Newnan, Georgia
Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b5146c108190adc9adb73e90abff |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7359abdac81908b74dad1b8cc0aa9 |
completed | April 21, 2026, 8:30 a.m. |
Created at: April 16, 2026, 3:54 p.m.