Triple
T14927917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Douglasville, Georgia |
E372178
|
entity |
| Predicate | hasPublicTransitConnection |
P3791
|
FINISHED |
| Object | Xpress commuter bus service (to Atlanta) |
E550846
|
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: Xpress commuter bus service (to Atlanta) | Statement: [City of Douglasville, Georgia, hasPublicTransitConnection, Xpress commuter bus service (to Atlanta)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xpress commuter bus service (to Atlanta) Context triple: [City of Douglasville, Georgia, hasPublicTransitConnection, Xpress commuter bus service (to Atlanta)]
-
A.
Xpress commuter bus service
chosen
Xpress commuter bus service is a regional commuter bus network in the Atlanta metropolitan area that provides express transit connections between suburban communities and major employment centers.
-
B.
Commuter Express
Commuter Express is a Los Angeles Department of Transportation (LADOT) express bus service that provides limited-stop commuter transportation between outlying neighborhoods and major job centers in the Los Angeles area.
-
C.
Xpress GA (regional commuter bus, nearby service)
Xpress GA is a regional commuter bus service in Georgia that provides express transit connections between suburban communities and major employment and activity centers.
-
D.
Fulton County Transit
Fulton County Transit is a public transportation agency providing local bus services within Fulton County, New York.
-
E.
Intercity Transit bus service
Intercity Transit bus service is a public transportation system serving Lacey and the surrounding Thurston County area in Washington State.
- 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded634e67881909daec9eaef188d09 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72c4f9c481909642efccb29f71d4 |
completed | May 8, 2026, 11:33 p.m. |
Created at: April 10, 2026, 2:35 a.m.