Triple
T9211225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dunwoody, Georgia |
E221120
|
entity |
| Predicate | hasMARTAStation |
P726
|
FINISHED |
| Object | Sandy Springs station (near city boundary) |
E134984
|
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: Sandy Springs station (near city boundary) | Statement: [Dunwoody, Georgia, hasMARTAStation, Sandy Springs station (near city boundary)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandy Springs station (near city boundary) Context triple: [Dunwoody, Georgia, hasMARTAStation, Sandy Springs station (near city boundary)]
-
A.
Sandy Springs station
chosen
Sandy Springs station is a rapid transit stop on Atlanta’s MARTA Red Line serving the northern suburb of Sandy Springs, Georgia.
-
B.
Sandy Springs, Georgia, United States
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
C.
North Springs station
North Springs station is a northern terminus rapid transit station on MARTA’s Red Line serving the suburban city of Sandy Springs in the Atlanta metropolitan area.
-
D.
Sandy Springs City Council
The Sandy Springs City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Sandy Springs, Georgia.
-
E.
Terminal Station (Macon, Georgia)
Terminal Station in Macon, Georgia is a historic early-20th-century Beaux-Arts train station that once served as a major passenger rail hub for central Georgia.
- 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_69ca83e9d0e081908bdb71097201a06c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd9b69838819088f33ca995fce222 |
completed | April 1, 2026, 8:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0660839f88190afdfb8bc2d710fc3 |
completed | April 4, 2026, 1:14 a.m. |
Created at: March 30, 2026, 7:27 p.m.