Triple
T19720210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fforestfach |
E473586
|
entity |
| Predicate | hasBusService |
P3791
|
FINISHED |
| Object | Stagecoach South Wales |
E474252
|
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: Stagecoach South Wales | Statement: [Fforestfach, hasBusService, Stagecoach South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stagecoach South Wales Context triple: [Fforestfach, hasBusService, Stagecoach South Wales]
-
A.
Stagecoach South Wales
chosen
Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
-
B.
Stagecoach Midlands
Stagecoach Midlands is a regional bus operator in the English Midlands, providing local and interurban bus services as part of the wider Stagecoach public transport network.
-
C.
Stagecoach West Scotland
Stagecoach West Scotland is a regional bus operator in western Scotland, providing local and interurban public transport services as part of the wider Stagecoach Group network.
-
D.
Stagecoach South West
Stagecoach South West is a regional bus operator in South West England providing local and interurban public transport services as part of the wider Stagecoach Group.
-
E.
Stagecoach East Scotland
Stagecoach East Scotland is a regional bus operator in eastern Scotland providing local and intercity public transport services as part of the wider Stagecoach Group.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64410e5548190b60e13603b6c0053 |
completed | April 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07aba543908190a30c61bf4406ea74 |
completed | May 15, 2026, 11:26 p.m. |
Created at: April 10, 2026, 1:46 p.m.