Triple

T4391473
Position Surface form Disambiguated ID Type / Status
Subject Shadow Cabinet (United Kingdom) E99371 entity
Predicate hasOffice P1268 FINISHED
Object Shadow Secretary of State for the Environment
The Shadow Secretary of State for the Environment is a senior opposition politician in the United Kingdom responsible for scrutinising and challenging the government’s environmental policies and proposing alternative approaches.
 E435252 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: Shadow Secretary of State for the Environment | Statement: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for the Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shadow Secretary of State for the Environment
Context triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for the Environment]
  • A. Cabinet Secretary for Environment
    The Cabinet Secretary for Environment is a senior Scottish Government minister responsible for environmental policy, including climate change, natural resources, and sustainability.
  • B. Secretary of State for Environment, Food and Rural Affairs
    The Secretary of State for Environment, Food and Rural Affairs is the UK government cabinet minister responsible for national policy on environmental protection, agriculture, food, and rural communities.
  • C. Shadow Secretary of State for Energy Security and Net Zero
    The Shadow Secretary of State for Energy Security and Net Zero is a senior opposition frontbench role in UK politics responsible for scrutinising government energy and climate policy and developing alternative plans to ensure secure, affordable, and low-carbon energy.
  • D. Shadow Secretary of State for Health
    The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
  • E. Shadow Secretary of State for Wales
    The Shadow Secretary of State for Wales is a senior opposition frontbench role in UK politics responsible for scrutinising the work of the government’s Welsh Secretary and developing alternative policies on Welsh affairs.
  • 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: Shadow Secretary of State for the Environment
Triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for the Environment]
Generated description
The Shadow Secretary of State for the Environment is a senior opposition politician in the United Kingdom responsible for scrutinising and challenging the government’s environmental policies and proposing alternative approaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shadow Secretary of State for the Environment
Target entity description: The Shadow Secretary of State for the Environment is a senior opposition politician in the United Kingdom responsible for scrutinising and challenging the government’s environmental policies and proposing alternative approaches.
  • A. Cabinet Secretary for Environment
    The Cabinet Secretary for Environment is a senior Scottish Government minister responsible for environmental policy, including climate change, natural resources, and sustainability.
  • B. Secretary of State for Environment, Food and Rural Affairs
    The Secretary of State for Environment, Food and Rural Affairs is the UK government cabinet minister responsible for national policy on environmental protection, agriculture, food, and rural communities.
  • C. Shadow Secretary of State for Energy Security and Net Zero
    The Shadow Secretary of State for Energy Security and Net Zero is a senior opposition frontbench role in UK politics responsible for scrutinising government energy and climate policy and developing alternative plans to ensure secure, affordable, and low-carbon energy.
  • D. Shadow Secretary of State for Health
    The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
  • E. Shadow Secretary of State for Wales
    The Shadow Secretary of State for Wales is a senior opposition frontbench role in UK politics responsible for scrutinising the work of the government’s Welsh Secretary and developing alternative policies on Welsh affairs.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352843d7c8190929b94c94eaa63df completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e530428881908d125971263bd747 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e629115881908436a81b5774ac24 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e68c960c8190a946574120a50047 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.