Triple

T5312802
Position Surface form Disambiguated ID Type / Status
Subject Natural Resources Wales E119073 entity
Predicate replaced P101 FINISHED
Object Environment Agency Wales
Environment Agency Wales was the former public body responsible for regulating and protecting the environment and natural resources in Wales before its functions were taken over by Natural Resources Wales.
E119073 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: Environment Agency Wales | Statement: [Natural Resources Wales, replaced, 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, replaced, Environment Agency Wales]
  • A. Environment Agency (England)
    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. Environment (Wales) Act 2016
    The Environment (Wales) Act 2016 is a Welsh law that establishes a framework for the sustainable management of natural resources and climate change mitigation in 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: Environment Agency Wales
Triple: [Natural Resources Wales, replaced, Environment Agency Wales]
Generated description
Environment Agency Wales was the former public body responsible for regulating and protecting the environment and natural resources in Wales before its functions were taken over by Natural Resources Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environment Agency Wales
Target entity description: Environment Agency Wales was the former public body responsible for regulating and protecting the environment and natural resources in Wales before its functions were taken over by Natural Resources Wales.
  • A. Environment Agency (England)
    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 chosen
    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. Environment (Wales) Act 2016
    The Environment (Wales) Act 2016 is a Welsh law that establishes a framework for the sustainable management of natural resources and climate change mitigation in 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_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_69bf188988688190b4b08b5e0cda8cf5 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf18f90d9081908a47e69e82ed2940 completed March 21, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf195e7be88190a7655d18471b1662 completed March 21, 2026, 10:19 p.m.
Created at: March 20, 2026, 1:54 p.m.