Triple
T5312772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natural Resources Wales |
E119073
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object | Environment Agency Wales |
E3869
|
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: Environment Agency Wales | Statement: [Natural Resources Wales, formedByMergerOf, Environment Agency Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Environment Agency Wales Context triple: [Natural Resources Wales, formedByMergerOf, Environment Agency Wales]
-
A.
Environment Agency (England)
chosen
The Environment Agency (England) is a public body responsible for protecting and improving the environment in England, including regulating water quality, managing flood risks, and overseeing river and wildlife conservation.
-
B.
Natural Resources Wales
Natural Resources Wales is the principal environmental regulator and natural resources management body for Wales, responsible for protecting its environment, wildlife, and natural landscapes.
-
C.
Scottish Environment Protection Agency
The Scottish Environment Protection Agency is Scotland’s national environmental regulator responsible for protecting and improving the country’s environment and promoting sustainable resource use.
-
D.
Welsh Government
The Welsh Government is the devolved administration for Wales, responsible for areas such as health, education, and local government within the United Kingdom.
-
E.
South Wales Fire and Rescue Service
South Wales Fire and Rescue Service is the statutory fire and rescue authority responsible for providing fire protection, emergency response, and community safety services across much of South Wales, including areas such as Cwmbran.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8536c06c81908ef8ba8c39b4fa30 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf1106ef9c8190811f7b70e784c962 |
completed | March 21, 2026, 9:43 p.m. |
Created at: March 20, 2026, 1:54 p.m.