Triple
T6590582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pontardawe |
E159343
|
entity |
| Predicate | servedBy |
P82
|
FINISHED |
| Object |
First Cymru bus services
First Cymru bus services is a major bus operator in South West Wales, providing local and regional public transport across areas including Swansea, Neath Port Talbot, and surrounding communities.
|
E599594
|
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: First Cymru bus services | Statement: [Pontardawe, servedBy, First Cymru bus services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First Cymru bus services Context triple: [Pontardawe, servedBy, First Cymru bus services]
-
A.
Transport for Wales integrated transport network
The Transport for Wales integrated transport network is a coordinated public transport system in Wales that brings together rail, bus, and other services under a unified, passenger-focused framework.
-
B.
Glasgow city bus network
The Glasgow city bus network is an extensive public transportation system of routes and services that connect neighborhoods, suburbs, and key hubs throughout the city of Glasgow.
-
C.
NICE Bus
NICE Bus is a public bus system serving Nassau County and parts of Queens on Long Island, New York, operated under contract by Transdev.
-
D.
Merthyr Tydfil bus station
Merthyr Tydfil bus station is a public transport hub in Merthyr Tydfil, Wales, providing local and regional bus services and connections with the nearby railway station.
-
E.
KeolisAmey Wales
KeolisAmey Wales was the train operating company that took over the Wales and Borders rail franchise from Arriva Trains Wales, providing passenger rail services across Wales and parts of England.
- 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: First Cymru bus services Triple: [Pontardawe, servedBy, First Cymru bus services]
Generated description
First Cymru bus services is a major bus operator in South West Wales, providing local and regional public transport across areas including Swansea, Neath Port Talbot, and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: First Cymru bus services Target entity description: First Cymru bus services is a major bus operator in South West Wales, providing local and regional public transport across areas including Swansea, Neath Port Talbot, and surrounding communities.
-
A.
Transport for Wales integrated transport network
The Transport for Wales integrated transport network is a coordinated public transport system in Wales that brings together rail, bus, and other services under a unified, passenger-focused framework.
-
B.
Glasgow city bus network
The Glasgow city bus network is an extensive public transportation system of routes and services that connect neighborhoods, suburbs, and key hubs throughout the city of Glasgow.
-
C.
NICE Bus
NICE Bus is a public bus system serving Nassau County and parts of Queens on Long Island, New York, operated under contract by Transdev.
-
D.
Merthyr Tydfil bus station
Merthyr Tydfil bus station is a public transport hub in Merthyr Tydfil, Wales, providing local and regional bus services and connections with the nearby railway station.
-
E.
KeolisAmey Wales
KeolisAmey Wales was the train operating company that took over the Wales and Borders rail franchise from Arriva Trains Wales, providing passenger rail services across Wales and parts of England.
- 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_69c688366ce8819083f8883983c0df92 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6aecc969c81909a6e15ebe8dd3f94 |
completed | March 27, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbb568508190b9da3475d1620ed5 |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd08a9c88190a481d4d3f8e680bf |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdc859cc8190bbae2efc39409021 |
completed | March 27, 2026, 6:34 p.m. |
Created at: March 27, 2026, 1:55 p.m.