Triple

T19107419
Position Surface form Disambiguated ID Type / Status
Subject Climate Change Act 2008 E467691 entity
Predicate requires P100 FINISHED
Object UK Government to produce a climate change risk assessment
The UK Government’s climate change risk assessment is a statutory, periodic evaluation of current and future climate-related threats to the country’s people, economy, and environment, used to guide national adaptation policy and planning.
E1358739 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 Government to produce a climate change risk assessment | Statement: [Climate Change Act 2008, requires, UK Government to produce a climate change risk assessment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UK Government to produce a climate change risk assessment
Context triple: [Climate Change Act 2008, requires, UK Government to produce a climate change risk assessment]
  • A. Tony Blair Institute for Global Change
    The Tony Blair Institute for Global Change is a non-profit policy organization that advises governments and leaders worldwide on governance, technology, and economic reform.
  • B. Institute of Climate Change
    The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.
  • C. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • D. Centre for Risk Assessment
    The Centre for Risk Assessment is a specialized unit within Norway’s public health system that evaluates health risks to inform evidence-based policy and regulatory decisions.
  • E. UK Strategic Defence and Security Review 2015
    The UK Strategic Defence and Security Review 2015 is a British government policy document that set out the country’s defence and national security priorities and force structure for the coming decade, including decisions on nuclear deterrence and major military capabilities.
  • 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 Government to produce a climate change risk assessment
Triple: [Climate Change Act 2008, requires, UK Government to produce a climate change risk assessment]
Generated description
The UK Government’s climate change risk assessment is a statutory, periodic evaluation of current and future climate-related threats to the country’s people, economy, and environment, used to guide national adaptation policy and planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UK Government to produce a climate change risk assessment
Target entity description: The UK Government’s climate change risk assessment is a statutory, periodic evaluation of current and future climate-related threats to the country’s people, economy, and environment, used to guide national adaptation policy and planning.
  • A. Tony Blair Institute for Global Change
    The Tony Blair Institute for Global Change is a non-profit policy organization that advises governments and leaders worldwide on governance, technology, and economic reform.
  • B. Institute of Climate Change
    The Institute of Climate Change is a research center at Universiti Kebangsaan Malaysia dedicated to studying climate systems, impacts, and adaptation and mitigation strategies.
  • C. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • D. Centre for Risk Assessment
    The Centre for Risk Assessment is a specialized unit within Norway’s public health system that evaluates health risks to inform evidence-based policy and regulatory decisions.
  • E. UK Strategic Defence and Security Review 2015
    The UK Strategic Defence and Security Review 2015 is a British government policy document that set out the country’s defence and national security priorities and force structure for the coming decade, including decisions on nuclear deterrence and major military capabilities.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e391245c8190b1393577b61c4f76 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda214948190a7b1c37e4d823267 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfd00d1081908086212708501c8f completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e0f25e2481909ddd3f2181b784ea completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.