Triple
T22478853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea Bay railway line |
E555706
|
entity |
| Predicate | connectsCommunitiesAround |
P35250
|
FINISHED |
| Object | Swansea Bay |
—
|
NE NERFINISHED |
How this triple was built (3 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 | Statement: [Swansea Bay railway line, connectsCommunitiesAround, Swansea Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Bay Context triple: [Swansea Bay railway line, connectsCommunitiesAround, Swansea Bay]
-
A.
Swansea Bay
chosen
Swansea Bay is a large bay on the south coast of Wales, known for its sweeping sandy shoreline, coastal towns, and views across the Bristol Channel.
-
B.
Swansea Sound
Swansea Sound is an indie pop band formed by former members of the cult UK group Heavenly, known for their jangly, politically tinged songs and DIY ethos.
-
C.
Cardigan Bay
Cardigan Bay is a large, shallow bay on the west coast of Wales known for its scenic coastline, sandy beaches, and rich marine wildlife, including bottlenose dolphins.
-
D.
Carmarthen Bay
Carmarthen Bay is a broad inlet of the Bristol Channel on the south coast of Wales, known for its sandy beaches, estuaries, and important wildlife habitats.
-
E.
Caernarfon Bay
Caernarfon Bay is a broad inlet of the Irish Sea on the northwest coast of Wales, known for its scenic coastline and proximity to the Llŷn Peninsula and Anglesey.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: connectsCommunitiesAround Context triple: [Swansea Bay railway line, connectsCommunitiesAround, Swansea Bay]
-
A.
connectsCommunities
chosen
Indicates a relationship in which something links or brings together separate communities, enabling interaction, communication, or shared activity between them.
-
B.
connectsCommunity
Indicates a relationship where an entity links or brings together members or groups within a community, fostering interaction or cohesion among them.
-
C.
connectsRuralCommunitiesNear
Indicates a relationship where something (such as infrastructure or services) links rural communities that are geographically close to one another.
-
D.
collaboratingCommunity
Indicates that two or more entities are actively working together toward shared goals or projects as part of a community relationship.
-
E.
focusesOnCommunity
Indicates that the subject prioritizes and directs attention or effort toward the well-being, needs, or development of a community.
- F. None of above.
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_69e11e52c2048190952dc5df209b9bed |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15be653bc8190a2e5c47e38228bfe |
completed | April 29, 2026, 1:16 a.m. |
| PD | Predicate disambiguation | batch_69e898b6eee08190ba673a0ee329e671 |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:49 p.m.