Triple
T2748291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area |
E60921
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Stockbridge, Georgia |
E78604
|
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: Stockbridge, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Stockbridge, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stockbridge, Georgia Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Stockbridge, Georgia]
-
A.
Stockbridge, Georgia, United States
chosen
Stockbridge, Georgia, United States, is a small city in Henry County within the Atlanta metropolitan area, historically recognized as the birthplace of civil rights leader Martin Luther King Jr.’s father, Martin Luther King Sr.
-
B.
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.
-
C.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
-
D.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
-
E.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
- 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_69ab4b79846081909096725374d65ce9 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb517a00819084fd8f8933a25212 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6439b348190be7529256d9d0531 |
completed | March 10, 2026, 7:20 a.m. |
Created at: March 6, 2026, 9:56 p.m.