Triple
T20728436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bozeman |
E509500
|
entity |
| Predicate | hasPublicTransit |
P522
|
FINISHED |
| Object | Streamline Bus Service |
—
|
NE NERFINISHED |
How this triple was built (3 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: Streamline Bus Service | Statement: [Bozeman, hasPublicTransit, Streamline Bus Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Streamline Bus Service Context triple: [Bozeman, hasPublicTransit, Streamline Bus Service]
-
A.
Select Bus Service
Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
-
B.
SMART bus system
The SMART bus system is a public transit network serving Wilsonville, Oregon and surrounding areas with local and regional bus routes.
-
C.
Regional Transit System (RTS) bus service
The Regional Transit System (RTS) bus service is the public transportation network serving Gainesville, Florida and the surrounding Alachua County area.
-
D.
SMART bus network
The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
-
E.
Short Line bus service
Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Streamline Bus Service Target entity description: Streamline Bus Service is a fare-free public bus system serving the Bozeman, Montana area with local and regional routes.
-
A.
Select Bus Service
Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
-
B.
SMART bus system
The SMART bus system is a public transit network serving Wilsonville, Oregon and surrounding areas with local and regional bus routes.
-
C.
Regional Transit System (RTS) bus service
The Regional Transit System (RTS) bus service is the public transportation network serving Gainesville, Florida and the surrounding Alachua County area.
-
D.
SMART bus network
The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
-
E.
Short Line bus service
Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
- F. None of above. chosen
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_69e0b4c4cc648190b45fda6e2b20af56 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1e9ed708190ad8e371646630fea |
completed | April 21, 2026, 12:16 a.m. |
Created at: April 16, 2026, 12:30 p.m.