Triple
T4550477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loughor estuary |
E110149
|
entity |
| Predicate | hasNearbyVillage |
P4647
|
FINISHED |
| Object |
Penclawdd
Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
|
E507877
|
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: Penclawdd | Statement: [Loughor estuary, hasNearbyVillage, Penclawdd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penclawdd Context triple: [Loughor estuary, hasNearbyVillage, Penclawdd]
-
A.
Bodelwyddan
Bodelwyddan is a village in Denbighshire, North Wales, known for its strategic location near the A55 and landmarks such as Bodelwyddan Castle.
-
B.
Tywyn
Tywyn is a coastal town in Gwynedd, Wales, known for its sandy beaches on Cardigan Bay and proximity to the scenic Talyllyn Railway.
-
C.
Pencoed
Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
-
D.
Abergynolwyn
Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
-
E.
Dolwyddelan
Dolwyddelan is a small village in Conwy County Borough, Wales, situated in the Lledr Valley within Snowdonia and known for its scenic landscape and historic connections.
- 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: Penclawdd Triple: [Loughor estuary, hasNearbyVillage, Penclawdd]
Generated description
Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penclawdd Target entity description: Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
-
A.
Bodelwyddan
Bodelwyddan is a village in Denbighshire, North Wales, known for its strategic location near the A55 and landmarks such as Bodelwyddan Castle.
-
B.
Tywyn
Tywyn is a coastal town in Gwynedd, Wales, known for its sandy beaches on Cardigan Bay and proximity to the scenic Talyllyn Railway.
-
C.
Pencoed
Pencoed is a small town in south Wales, situated near Bridgend and known primarily as a residential and commuter community.
-
D.
Abergynolwyn
Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
-
E.
Dolwyddelan
Dolwyddelan is a small village in Conwy County Borough, Wales, situated in the Lledr Valley within Snowdonia and known for its scenic landscape and historic connections.
- 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_69bd4412524c8190be5bcc9ddee91848 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57f5a0a081909977ccbb8aba633c |
completed | March 20, 2026, 2:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06913b448190be47c002641abd34 |
completed | March 21, 2026, 8:58 p.m. |
| NEDg | Description generation | batch_69bf0708405c81908429336ab1a836cd |
completed | March 21, 2026, 9 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf079d8584819091bb6b9204644971 |
completed | March 21, 2026, 9:03 p.m. |
Created at: March 20, 2026, 1:05 p.m.