Triple
T4840273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea bus station |
E108160
|
entity |
| Predicate | hasBusOperator |
P14541
|
FINISHED |
| Object |
TrawsCymru
TrawsCymru is a long-distance bus network in Wales that provides inter-urban and regional coach services connecting major towns and cities.
|
E474254
|
NE FINISHED |
How this triple was built (4 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: TrawsCymru | Statement: [Swansea bus station, hasBusOperator, TrawsCymru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TrawsCymru Context triple: [Swansea bus station, hasBusOperator, TrawsCymru]
-
A.
Cymru am byth
Cymru am byth is a Welsh phrase meaning "Wales forever," widely used as a patriotic slogan expressing enduring national pride.
-
B.
Sianel Pedwar Cymru
Sianel Pedwar Cymru is the Welsh-language public service television channel for Wales, offering a wide range of programming including news, drama, and cultural content.
-
C.
Morgannwg
Morgannwg is the traditional Welsh name for the historic county of Glamorgan in south Wales, known for its rich medieval heritage and early industrial development.
-
D.
Meirionnydd
Meirionnydd is a historic region in northwest Wales known for its rugged landscapes, Welsh-speaking communities, and inclusion of parts of Snowdonia.
-
E.
Clwyd
Clwyd was a former county in north-east Wales, created in 1974 and later abolished in 1996, that encompassed areas including parts of historic Denbighshire and Flintshire.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: TrawsCymru Triple: [Swansea bus station, hasBusOperator, TrawsCymru]
Generated description
TrawsCymru is a long-distance bus network in Wales that provides inter-urban and regional coach services connecting major towns and cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TrawsCymru Target entity description: TrawsCymru is a long-distance bus network in Wales that provides inter-urban and regional coach services connecting major towns and cities.
-
A.
Cymru am byth
Cymru am byth is a Welsh phrase meaning "Wales forever," widely used as a patriotic slogan expressing enduring national pride.
-
B.
Sianel Pedwar Cymru
Sianel Pedwar Cymru is the Welsh-language public service television channel for Wales, offering a wide range of programming including news, drama, and cultural content.
-
C.
Morgannwg
Morgannwg is the traditional Welsh name for the historic county of Glamorgan in south Wales, known for its rich medieval heritage and early industrial development.
-
D.
Meirionnydd
Meirionnydd is a historic region in northwest Wales known for its rugged landscapes, Welsh-speaking communities, and inclusion of parts of Snowdonia.
-
E.
Clwyd
Clwyd was a former county in north-east Wales, created in 1974 and later abolished in 1996, that encompassed areas including parts of historic Denbighshire and Flintshire.
- F. None of above. chosen
Provenance (5 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cfbfbb08190b4580ebb2eb845b2 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cca17d881909a58c84549633701 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5fc3972c8190bb6be7c16b785bb5 |
completed | March 21, 2026, 9:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be60613bb48190bf7cbb7a8e671753 |
completed | March 21, 2026, 9:09 a.m. |
Created at: March 20, 2026, 1:25 p.m.