Triple

T2087266
Position Surface form Disambiguated ID Type / Status
Subject Ed Miliband E45380 entity
Predicate positionHeld P8 FINISHED
Object 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.
E232429 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 Energy Security and Net Zero | Statement: [Ed Miliband, positionHeld, Shadow Secretary of State for Energy Security and Net Zero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Energy Security and Net Zero
Context triple: [Ed Miliband, positionHeld, Shadow Secretary of State for Energy Security and Net Zero]
  • A. Secretary of State for Energy Security and Net Zero
    The Secretary of State for Energy Security and Net Zero is the UK government cabinet minister responsible for national energy policy, energy security, and leading the country’s transition to net-zero greenhouse gas emissions.
  • B. Secretary of State for Business, Energy and Industrial Strategy
    The Secretary of State for Business, Energy and Industrial Strategy was a senior UK Cabinet position responsible for overseeing business policy, industrial strategy, and the energy sector before its functions were reorganized into newer departments.
  • C. Department for Energy Security and Net Zero
    The Department for Energy Security and Net Zero is a UK government ministry responsible for energy policy, ensuring secure and affordable energy supplies, and leading the country’s transition to net zero greenhouse gas emissions.
  • 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. Secretary of State for Exiting the European Union
    The Secretary of State for Exiting the European Union was a UK Cabinet position created to oversee and manage the country's withdrawal process from the European Union, commonly known as Brexit.
  • 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 Energy Security and Net Zero
Triple: [Ed Miliband, positionHeld, Shadow Secretary of State for Energy Security and Net Zero]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Energy Security and Net Zero
Target entity description: 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.
  • A. Secretary of State for Energy Security and Net Zero
    The Secretary of State for Energy Security and Net Zero is the UK government cabinet minister responsible for national energy policy, energy security, and leading the country’s transition to net-zero greenhouse gas emissions.
  • B. Secretary of State for Business, Energy and Industrial Strategy
    The Secretary of State for Business, Energy and Industrial Strategy was a senior UK Cabinet position responsible for overseeing business policy, industrial strategy, and the energy sector before its functions were reorganized into newer departments.
  • C. Department for Energy Security and Net Zero
    The Department for Energy Security and Net Zero is a UK government ministry responsible for energy policy, ensuring secure and affordable energy supplies, and leading the country’s transition to net zero greenhouse gas emissions.
  • 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. Secretary of State for Exiting the European Union
    The Secretary of State for Exiting the European Union was a UK Cabinet position created to oversee and manage the country's withdrawal process from the European Union, commonly known as Brexit.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5641208190b925676b8d80f300 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2742834c8190ad9be71128959e0c completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2bd9c41c819089f65019e2fb93ad completed March 9, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69ae2c61c3e08190a0ab44db0af9eb55 completed March 9, 2026, 2:11 a.m.
Created at: March 4, 2026, 7:41 p.m.