Triple
T10379979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roy, Utah |
E244611
|
entity |
| Predicate | hasPublicTransport |
P1288
|
FINISHED |
| Object | FrontRunner commuter rail (nearby stations in the metro area) |
E483294
|
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: FrontRunner commuter rail (nearby stations in the metro area) | Statement: [Roy, Utah, hasPublicTransport, FrontRunner commuter rail (nearby stations in the metro area)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FrontRunner commuter rail (nearby stations in the metro area) Context triple: [Roy, Utah, hasPublicTransport, FrontRunner commuter rail (nearby stations in the metro area)]
-
A.
FrontRunner commuter rail
chosen
FrontRunner commuter rail is a regional passenger train service in northern Utah that connects major cities along the Wasatch Front, including Ogden, Salt Lake City, and Provo.
-
B.
FrontRunner commuter rail station
The FrontRunner commuter rail station in Lehi, Utah, is a stop on Utah’s regional commuter rail line that connects the city to other major communities along the Wasatch Front.
-
C.
SMART commuter rail station
SMART commuter rail station is a Sonoma–Marin Area Rail Transit stop serving as a regional commuter rail hub in San Rafael, California.
-
D.
MBTA commuter rail at Ruggles via nearby stops
The MBTA commuter rail at Ruggles via nearby stops is a regional rail service hub in Boston that connects suburban lines with the city’s transit network, including the Green Line’s E Branch.
-
E.
MBTA Commuter Rail Fitchburg Line (nearby)
The MBTA Commuter Rail Fitchburg Line is a Massachusetts Bay Transportation Authority rail line that provides commuter service between Boston and communities to the northwest, including the Fitchburg 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e991056c8190a981f717c51f1f72 |
completed | April 7, 2026, 11:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7958803e88190a7bbeda4f2c6f32c |
completed | April 9, 2026, 12:03 p.m. |
Created at: April 6, 2026, 12:03 p.m.