Triple
T22285396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xpress commuter bus service |
E550846
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Atlanta metropolitan statistical area |
—
|
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: Atlanta metropolitan statistical area | Statement: [Xpress commuter bus service, regionServed, Atlanta metropolitan statistical area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlanta metropolitan statistical area Context triple: [Xpress commuter bus service, regionServed, Atlanta metropolitan statistical area]
-
A.
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.
-
B.
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.
-
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 urban area
The Atlanta urban area is a major metropolitan region in the U.S. state of Georgia centered on the city of Atlanta and encompassing numerous surrounding suburbs and communities.
-
E.
Charlotte metropolitan area
The Charlotte metropolitan area is a major urban and economic hub in the southeastern United States centered on the city of Charlotte, known for its banking industry, rapid growth, and regional cultural influence.
- 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_69e11e44d538819097c6b8f333af3352 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15606948c81909ebaa5ea106d2b7a |
completed | April 29, 2026, 12:51 a.m. |
Created at: April 16, 2026, 8:40 p.m.