Triple
T20151856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | County Borough of Neath Port Talbot |
E491451
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Neath Valley
Neath Valley is a scenic valley in South Wales known for its industrial heritage, waterfalls, and outdoor recreation within a largely rural, protected landscape.
|
E24620
|
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: Neath Valley | Statement: [County Borough of Neath Port Talbot, containsProtectedArea, Neath Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neath Valley Context triple: [County Borough of Neath Port Talbot, containsProtectedArea, Neath Valley]
-
A.
Neath
Neath is a historic industrial and market town in South Wales, known for its Roman and medieval heritage and its role in the coal and steel industries.
-
B.
Neath
Neath is a small locality within the Cessnock local government area in the Hunter Region of New South Wales, Australia.
-
C.
Dyfi Valley
Dyfi Valley is a scenic river valley in mid Wales known for its rich biodiversity, cultural heritage, and designation as a UNESCO Biosphere Reserve.
-
D.
River Taff
The River Taff is a major river in South Wales that flows through Merthyr Tydfil and Cardiff before reaching the Bristol Channel.
-
E.
Ogmore Valley
Ogmore Valley is a historic former coal-mining valley and community in the county borough of Bridgend in South 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: Neath Valley Triple: [County Borough of Neath Port Talbot, containsProtectedArea, Neath Valley]
Generated description
Neath Valley is a scenic valley in South Wales known for its industrial heritage, waterfalls, and outdoor recreation within a largely rural, protected landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neath Valley Target entity description: Neath Valley is a scenic valley in South Wales known for its industrial heritage, waterfalls, and outdoor recreation within a largely rural, protected landscape.
-
A.
Neath
chosen
Neath is a historic industrial and market town in South Wales, known for its Roman and medieval heritage and its role in the coal and steel industries.
-
B.
Neath
Neath is a small locality within the Cessnock local government area in the Hunter Region of New South Wales, Australia.
-
C.
Dyfi Valley
Dyfi Valley is a scenic river valley in mid Wales known for its rich biodiversity, cultural heritage, and designation as a UNESCO Biosphere Reserve.
-
D.
River Taff
The River Taff is a major river in South Wales that flows through Merthyr Tydfil and Cardiff before reaching the Bristol Channel.
-
E.
Ogmore Valley
Ogmore Valley is a historic former coal-mining valley and community in the county borough of Bridgend in South Wales.
- F. None of above.
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_69da6265f8f0819080b29c752a574088 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e667dc34e081908e42e4c1bde26170 |
completed | April 20, 2026, 5:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a0f36ec8190b63b7cf5a7fb810d |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085ad8bfd08190ac31b66cdc0bc6aa |
completed | May 16, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085b756f44819090892ab35a98fcc8 |
completed | May 16, 2026, 11:56 a.m. |
Created at: April 11, 2026, 11:33 p.m.