Triple
T22478852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea Bay railway line |
E555706
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Swansea Bay City Region
The Swansea Bay City Region is an economic and administrative area in South West Wales centered on Swansea, focused on regional development, infrastructure, and investment.
|
E1540539
|
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: Swansea Bay City Region | Statement: [Swansea Bay railway line, regionServed, Swansea Bay City Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Bay City Region Context triple: [Swansea Bay railway line, regionServed, Swansea Bay City Region]
-
A.
Cardiff Capital Region
Cardiff Capital Region is an economic and administrative area in southeast Wales centered on Cardiff, encompassing the city and its surrounding valleys to support regional development and transport coordination.
-
B.
South Wales Metro
The South Wales Metro is an integrated public transport network being developed around Cardiff and the wider South Wales region, combining rail, light rail, and bus services to improve connectivity and frequency.
-
C.
Swansea
Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
-
D.
Swansea
Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
-
E.
Swansea
Swansea is a coastal electoral district in the New South Wales Legislative Assembly, centered around the Lake Macquarie and Swansea Channel region of Australia.
- 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: Swansea Bay City Region Triple: [Swansea Bay railway line, regionServed, Swansea Bay City Region]
Generated description
The Swansea Bay City Region is an economic and administrative area in South West Wales centered on Swansea, focused on regional development, infrastructure, and investment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea Bay City Region Target entity description: The Swansea Bay City Region is an economic and administrative area in South West Wales centered on Swansea, focused on regional development, infrastructure, and investment.
-
A.
Cardiff Capital Region
Cardiff Capital Region is an economic and administrative area in southeast Wales centered on Cardiff, encompassing the city and its surrounding valleys to support regional development and transport coordination.
-
B.
South Wales Metro
The South Wales Metro is an integrated public transport network being developed around Cardiff and the wider South Wales region, combining rail, light rail, and bus services to improve connectivity and frequency.
-
C.
Swansea
Swansea is a coastal city in South Wales known for its maritime heritage, industrial history, and role as a target during World War II air raids.
-
D.
Swansea
Swansea is a coastal town in Bristol County, Massachusetts, known for its suburban character and proximity to both Providence and Fall River.
-
E.
Swansea
Swansea is a coastal electoral district in the New South Wales Legislative Assembly, centered around the Lake Macquarie and Swansea Channel region of Australia.
- 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_69e11e52c2048190952dc5df209b9bed |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15be653bc8190a2e5c47e38228bfe |
completed | April 29, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17daaaec819082e8b801fd81140b |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b198fdb2881909349bcdd709e0c95 |
completed | May 18, 2026, 1:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1a2f750481909be10884b5127d6a |
completed | May 18, 2026, 1:54 p.m. |
Created at: April 16, 2026, 8:49 p.m.