Triple
T6747142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huntingdon Road, Cambridge |
E154244
|
entity |
| Predicate | hasBusServicesOperatedBy |
P14541
|
FINISHED |
| Object | Stagecoach East |
E323575
|
NE FINISHED |
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: Stagecoach East | Statement: [Huntingdon Road, Cambridge, hasBusServicesOperatedBy, Stagecoach East]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stagecoach East Context triple: [Huntingdon Road, Cambridge, hasBusServicesOperatedBy, Stagecoach East]
-
A.
Stagecoach East
chosen
Stagecoach East is a regional bus operator in eastern England that runs local and interurban services, including routes on the Cambridge Guided Busway.
-
B.
Stagecoach South
Stagecoach South is a regional bus operator in southern England, providing local and interurban bus services as part of the wider Stagecoach Group network.
-
C.
Stagecoach
Stagecoach is a major UK-based public transport company best known for operating extensive bus and coach services across Britain and parts of Europe.
-
D.
Stagecoach
Stagecoach is a landmark 1939 American Western film directed by John Ford that helped elevate the genre and launched John Wayne to stardom.
-
E.
Stagecoach West
Stagecoach West is a regional bus operator in western England that runs local and interurban bus services as part of the larger Stagecoach Group.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusServicesOperatedBy Context triple: [Huntingdon Road, Cambridge, hasBusServicesOperatedBy, Stagecoach East]
-
A.
hasBusServices
Indicates that one location or entity is served by bus routes or bus transportation provided by another.
-
B.
hasBusOperator
chosen
Indicates that a bus service, route, or vehicle is operated or managed by a specific operator or company.
-
C.
operatedPassengerServices
Indicates that an entity provided and managed transportation services specifically for carrying passengers.
-
D.
transportationServedBy
Indicates that a transportation facility, route, or area is provided service or coverage by a specific transportation provider or mode.
-
E.
hasPublicTransportAgency
Indicates that a place or transport system is served, managed, or overseen by a specific public transportation agency.
- F. None of above.
Provenance (4 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_69c6880ef37881909268a5a7299b9293 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1b8a0f0819086b802983e8ffcb6 |
completed | March 27, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b15ded88190a36fb86093ba5a3c |
completed | March 27, 2026, 10:56 p.m. |
| PD | Predicate disambiguation | batch_69c6d09067a0819087ed6c820f4699f8 |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:10 p.m.