Triple
T4006675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pembroke |
E89541
|
entity |
| Predicate | hasParliamentaryConstituency |
P2710
|
FINISHED |
| Object |
Carmarthen West and South Pembrokeshire
Carmarthen West and South Pembrokeshire is a UK parliamentary constituency in southwest Wales that covers rural and coastal areas including parts of Carmarthenshire and Pembrokeshire.
|
E406504
|
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: Carmarthen West and South Pembrokeshire | Statement: [Pembroke, hasParliamentaryConstituency, Carmarthen West and South Pembrokeshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carmarthen West and South Pembrokeshire Context triple: [Pembroke, hasParliamentaryConstituency, Carmarthen West and South Pembrokeshire]
-
A.
Cardiff South and Penarth
Cardiff South and Penarth is a UK parliamentary constituency in South Wales that covers part of the city of Cardiff and the nearby seaside town of Penarth.
-
B.
Clwyd West
Clwyd West is a UK parliamentary constituency in North Wales, covering coastal and rural areas in the county of Conwy and parts of Denbighshire.
-
C.
Carmarthenshire
Carmarthenshire is a largely rural county in southwest Wales known for its market towns, rich agricultural land, and scenic landscapes stretching from the Tywi Valley to the Carmarthen Bay coast.
-
D.
Pembrokeshire
Pembrokeshire is a coastal county in southwest Wales renowned for its rugged cliffs, sandy beaches, and the Pembrokeshire Coast National Park.
-
E.
Pembrokeshire County Council
Pembrokeshire County Council is the local authority responsible for providing public services and governance across the county of Pembrokeshire in southwest Wales.
- 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: Carmarthen West and South Pembrokeshire Triple: [Pembroke, hasParliamentaryConstituency, Carmarthen West and South Pembrokeshire]
Generated description
Carmarthen West and South Pembrokeshire is a UK parliamentary constituency in southwest Wales that covers rural and coastal areas including parts of Carmarthenshire and Pembrokeshire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carmarthen West and South Pembrokeshire Target entity description: Carmarthen West and South Pembrokeshire is a UK parliamentary constituency in southwest Wales that covers rural and coastal areas including parts of Carmarthenshire and Pembrokeshire.
-
A.
Cardiff South and Penarth
Cardiff South and Penarth is a UK parliamentary constituency in South Wales that covers part of the city of Cardiff and the nearby seaside town of Penarth.
-
B.
Clwyd West
Clwyd West is a UK parliamentary constituency in North Wales, covering coastal and rural areas in the county of Conwy and parts of Denbighshire.
-
C.
Carmarthenshire
Carmarthenshire is a largely rural county in southwest Wales known for its market towns, rich agricultural land, and scenic landscapes stretching from the Tywi Valley to the Carmarthen Bay coast.
-
D.
Pembrokeshire
Pembrokeshire is a coastal county in southwest Wales renowned for its rugged cliffs, sandy beaches, and the Pembrokeshire Coast National Park.
-
E.
Pembrokeshire County Council
Pembrokeshire County Council is the local authority responsible for providing public services and governance across the county of Pembrokeshire in southwest Wales.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa62d0e081909aaed2978a840734 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c67eddc819097eff878c860f3d5 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54de8dc708190b83978b15aed2e13 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:34 p.m.