Triple
T5226604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taibach |
E118003
|
entity |
| Predicate | hasNeighbouringArea |
P17964
|
FINISHED |
| Object | Port Talbot town centre |
E18141
|
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: Port Talbot town centre | Statement: [Taibach, hasNeighbouringArea, Port Talbot town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Talbot town centre Context triple: [Taibach, hasNeighbouringArea, Port Talbot town centre]
-
A.
Port Talbot
chosen
Port Talbot is an industrial town and port in South Wales, best known for its large steelworks and coastal location on Swansea Bay.
-
B.
Neath town centre
Neath town centre is the main commercial and social hub of the town of Neath in Neath Port Talbot, South Wales, featuring shops, services, and local amenities.
-
C.
Port Talbot technology centre
Port Talbot technology centre is a specialist research and development facility focused on welding and joining technologies, operated by The Welding Institute in Port Talbot, Wales.
-
D.
Ogmore Vale
Ogmore Vale is a former coal-mining village in the Garw Valley of Bridgend County Borough, South Wales, known for its industrial heritage and surrounding valley scenery.
-
E.
Ogmore-by-Sea
Ogmore-by-Sea is a coastal village in the Vale of Glamorgan, Wales, known for its sandy beaches, cliffs, and views across the Bristol Channel.
- 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7adc9be081909903b9f844c3d146 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeffea8f481909c86c932781c4e2a |
completed | March 21, 2026, 7:22 p.m. |
Created at: March 20, 2026, 1:48 p.m.