Triple
T2102588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pwllheli (via Cambrian Coast) |
E37122
|
entity |
| Predicate | nearbyAttraction |
P3449
|
FINISHED |
| Object |
Llŷn Peninsula Area of Outstanding Natural Beauty
The Llŷn Peninsula Area of Outstanding Natural Beauty is a protected coastal landscape in northwest Wales renowned for its rugged cliffs, sandy beaches, and rich Welsh cultural heritage.
|
E233677
|
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: Llŷn Peninsula Area of Outstanding Natural Beauty | Statement: [Pwllheli (via Cambrian Coast), nearbyAttraction, Llŷn Peninsula Area of Outstanding Natural Beauty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Llŷn Peninsula Area of Outstanding Natural Beauty Context triple: [Pwllheli (via Cambrian Coast), nearbyAttraction, Llŷn Peninsula Area of Outstanding Natural Beauty]
-
A.
Anglesey AONB
Anglesey AONB is a designated Area of Outstanding Natural Beauty on the Isle of Anglesey in Wales, recognized for its scenic coastal landscapes, wildlife habitats, and cultural heritage.
-
B.
Pembrokeshire Coast National Park
Pembrokeshire Coast National Park is a protected coastal landscape in southwest Wales renowned for its rugged cliffs, sandy beaches, wildlife-rich islands, and the long-distance Pembrokeshire Coast Path.
-
C.
Glamorgan Heritage Coast
Glamorgan Heritage Coast is a scenic stretch of protected coastline in South Wales known for its dramatic cliffs, beaches, and rich geological and archaeological features.
-
D.
Slate Landscape of Northwest Wales
The Slate Landscape of Northwest Wales is a UNESCO World Heritage Site recognized for its historic slate quarrying and mining landscapes that shaped the region’s industrial heritage and communities.
-
E.
Cardigan Bay Special Area of Conservation
Cardigan Bay Special Area of Conservation is a protected marine site off the coast of west Wales, renowned for its bottlenose dolphins and diverse coastal and marine habitats.
- 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: Llŷn Peninsula Area of Outstanding Natural Beauty Triple: [Pwllheli (via Cambrian Coast), nearbyAttraction, Llŷn Peninsula Area of Outstanding Natural Beauty]
Generated description
The Llŷn Peninsula Area of Outstanding Natural Beauty is a protected coastal landscape in northwest Wales renowned for its rugged cliffs, sandy beaches, and rich Welsh cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Llŷn Peninsula Area of Outstanding Natural Beauty Target entity description: The Llŷn Peninsula Area of Outstanding Natural Beauty is a protected coastal landscape in northwest Wales renowned for its rugged cliffs, sandy beaches, and rich Welsh cultural heritage.
-
A.
Anglesey AONB
Anglesey AONB is a designated Area of Outstanding Natural Beauty on the Isle of Anglesey in Wales, recognized for its scenic coastal landscapes, wildlife habitats, and cultural heritage.
-
B.
Pembrokeshire Coast National Park
Pembrokeshire Coast National Park is a protected coastal landscape in southwest Wales renowned for its rugged cliffs, sandy beaches, wildlife-rich islands, and the long-distance Pembrokeshire Coast Path.
-
C.
Glamorgan Heritage Coast
Glamorgan Heritage Coast is a scenic stretch of protected coastline in South Wales known for its dramatic cliffs, beaches, and rich geological and archaeological features.
-
D.
Slate Landscape of Northwest Wales
The Slate Landscape of Northwest Wales is a UNESCO World Heritage Site recognized for its historic slate quarrying and mining landscapes that shaped the region’s industrial heritage and communities.
-
E.
Cardigan Bay Special Area of Conservation
Cardigan Bay Special Area of Conservation is a protected marine site off the coast of west Wales, renowned for its bottlenose dolphins and diverse coastal and marine habitats.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbabe1e9081908ea66c5406e2f1d9 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3068189c81909cf76fd1fc2a0fe6 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30f9d0448190a0b3251676d9825d |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae316398488190b9dd38145d5488b4 |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:43 p.m.