Triple

T5312898
Position Surface form Disambiguated ID Type / Status
Subject Northern Ireland Environment Agency E119075 entity
Predicate collaboratesWith P37 FINISHED
Object UK environmental agencies
UK environmental agencies are government bodies across the United Kingdom responsible for regulating, protecting, and improving the natural environment, including air, water, land, and biodiversity.
E511252 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: UK environmental agencies | Statement: [Northern Ireland Environment Agency, collaboratesWith, UK environmental agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UK environmental agencies
Context triple: [Northern Ireland Environment Agency, collaboratesWith, UK environmental agencies]
  • 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. 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.
  • C. Environment Council
    The Environment Council is a configuration of the Council of the European Union in which environment ministers from all EU member states meet to adopt legislation and coordinate policies on environmental protection and climate action.
  • D. Department for Environment, Food and Rural Affairs
    The Department for Environment, Food and Rural Affairs is the UK government ministry responsible for environmental protection, food production and standards, agriculture, fisheries, and rural communities.
  • E. Environment and Heritage Service
    Environment and Heritage Service was a former government agency in Northern Ireland responsible for protecting the natural and built environment and managing the region’s heritage before being succeeded by the Northern Ireland Environment Agency.
  • 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: UK environmental agencies
Triple: [Northern Ireland Environment Agency, collaboratesWith, UK environmental agencies]
Generated description
UK environmental agencies are government bodies across the United Kingdom responsible for regulating, protecting, and improving the natural environment, including air, water, land, and biodiversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UK environmental agencies
Target entity description: UK environmental agencies are government bodies across the United Kingdom responsible for regulating, protecting, and improving the natural environment, including air, water, land, and biodiversity.
  • 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. 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.
  • C. Environment Council
    The Environment Council is a configuration of the Council of the European Union in which environment ministers from all EU member states meet to adopt legislation and coordinate policies on environmental protection and climate action.
  • D. Department for Environment, Food and Rural Affairs
    The Department for Environment, Food and Rural Affairs is the UK government ministry responsible for environmental protection, food production and standards, agriculture, fisheries, and rural communities.
  • E. Environment and Heritage Service
    Environment and Heritage Service was a former government agency in Northern Ireland responsible for protecting the natural and built environment and managing the region’s heritage before being succeeded by the Northern Ireland Environment Agency.
  • 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_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.