Triple
T20287998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vale of Neath |
E509939
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Vale of Neath Railway (historic)
The Vale of Neath Railway (historic) was a 19th-century Welsh railway line that primarily served the coal and industrial traffic of the Vale of Neath region, connecting it to the wider South Wales rail network.
|
E1424062
|
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: Vale of Neath Railway (historic) | Statement: [Vale of Neath, hasTransport, Vale of Neath Railway (historic)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vale of Neath Railway (historic) Context triple: [Vale of Neath, hasTransport, Vale of Neath Railway (historic)]
-
A.
Neath and Brecon Railway (historical)
The Neath and Brecon Railway was a former railway line in South Wales that linked the industrial valleys and rural communities of Brecknockshire and Glamorgan to the wider British rail network.
-
B.
Ebbw Valley Railway
The Ebbw Valley Railway is a passenger rail line in South Wales that connects communities in the Ebbw Valley with larger hubs such as Cardiff, supporting regional commuting and regeneration.
-
C.
Sirhowy Railway
The Sirhowy Railway was a historic Welsh railway line that played a key role in transporting coal and iron through the Sirhowy Valley during the industrial era.
-
D.
Rhymney Railway
Rhymney Railway was a historic Welsh railway company that primarily served the coal-mining communities of the Rhymney Valley and surrounding areas.
-
E.
Pontypool and Blaenavon Railway
Pontypool and Blaenavon Railway is a preserved heritage railway in South Wales that operates historic trains along a former industrial line serving the Blaenavon World Heritage landscape.
- 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: Vale of Neath Railway (historic) Triple: [Vale of Neath, hasTransport, Vale of Neath Railway (historic)]
Generated description
The Vale of Neath Railway (historic) was a 19th-century Welsh railway line that primarily served the coal and industrial traffic of the Vale of Neath region, connecting it to the wider South Wales rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vale of Neath Railway (historic) Target entity description: The Vale of Neath Railway (historic) was a 19th-century Welsh railway line that primarily served the coal and industrial traffic of the Vale of Neath region, connecting it to the wider South Wales rail network.
-
A.
Neath and Brecon Railway (historical)
The Neath and Brecon Railway was a former railway line in South Wales that linked the industrial valleys and rural communities of Brecknockshire and Glamorgan to the wider British rail network.
-
B.
Ebbw Valley Railway
The Ebbw Valley Railway is a passenger rail line in South Wales that connects communities in the Ebbw Valley with larger hubs such as Cardiff, supporting regional commuting and regeneration.
-
C.
Sirhowy Railway
The Sirhowy Railway was a historic Welsh railway line that played a key role in transporting coal and iron through the Sirhowy Valley during the industrial era.
-
D.
Rhymney Railway
Rhymney Railway was a historic Welsh railway company that primarily served the coal-mining communities of the Rhymney Valley and surrounding areas.
-
E.
Pontypool and Blaenavon Railway
Pontypool and Blaenavon Railway is a preserved heritage railway in South Wales that operates historic trains along a former industrial line serving the Blaenavon World Heritage landscape.
- 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_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6769414488190b38e07fd1e989aba |
completed | April 20, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08611398e08190a13590d512619c6d |
completed | May 16, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a0864fdd72881908e02358584454be0 |
completed | May 16, 2026, 12:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08659cadc08190a73b4dc7e1d28e87 |
completed | May 16, 2026, 12:39 p.m. |
Created at: April 16, 2026, 11:09 a.m.