Triple
T16548621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singleton Hospital |
E402011
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Swansea Bay region |
E129651
|
NE FINISHED |
How this triple was built (2 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 region | Statement: [Singleton Hospital, serves, Swansea Bay region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea Bay region Context triple: [Singleton Hospital, serves, Swansea Bay region]
-
A.
South Wales coast
The South Wales coast is a stretch of shoreline along the southern edge of Wales, known for its seaside towns, cliffs, and beaches facing the Bristol Channel.
-
B.
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.
-
C.
Swansea Valley
Swansea Valley is a region in South Wales known for its mix of former industrial communities, scenic river landscapes, and proximity to both Swansea and the Brecon Beacons.
-
D.
Vale of Glamorgan
The Vale of Glamorgan is a coastal county borough in southeast Wales known for its rural landscapes, seaside towns, and proximity to Cardiff.
-
E.
Swansea Heads
Swansea Heads is a coastal suburb in New South Wales, Australia, known for its headland position at the entrance to Lake Macquarie and its scenic ocean and channel views.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34fc323a88190b5c2a34de0a3c7f0 |
completed | April 18, 2026, 9:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b278f85081909b3dd5ae5dbc4f8a |
completed | May 10, 2026, 4:29 p.m. |
Created at: April 10, 2026, 5:15 a.m.