Triple

T2608426
Position Surface form Disambiguated ID Type / Status
Subject Minister of State for Defence Procurement E58715 entity
Predicate associatedWith P37 FINISHED
Object Equipment Plan of the UK Ministry of Defence
The Equipment Plan of the UK Ministry of Defence is a long-term financial and capability programme that sets out how the department will fund, acquire, and sustain the armed forces’ major equipment and support over a multi-year period.
E282458 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: Equipment Plan of the UK Ministry of Defence | Statement: [Minister of State for Defence Procurement, associatedWith, Equipment Plan of the UK Ministry of Defence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equipment Plan of the UK Ministry of Defence
Context triple: [Minister of State for Defence Procurement, associatedWith, Equipment Plan of the UK Ministry of Defence]
  • A. Capability Development Plan of the European Defence Agency
    The Capability Development Plan of the European Defence Agency is a strategic framework that guides EU countries in coordinating and prioritizing the development of their military capabilities to address current and future security needs.
  • B. 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.
  • C. British Army Intelligence, Surveillance and Reconnaissance capability
    The British Army Intelligence, Surveillance and Reconnaissance capability is the integrated force responsible for collecting, analyzing, and disseminating battlefield information to support military decision-making and operations.
  • D. Royal Air Force signals intelligence network
    The Royal Air Force signals intelligence network was a Cold War–era system of RAF stations dedicated to intercepting, analyzing, and exploiting radio and electronic communications for military and strategic intelligence.
  • E. Defence Digital
    Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
  • 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: Equipment Plan of the UK Ministry of Defence
Triple: [Minister of State for Defence Procurement, associatedWith, Equipment Plan of the UK Ministry of Defence]
Generated description
The Equipment Plan of the UK Ministry of Defence is a long-term financial and capability programme that sets out how the department will fund, acquire, and sustain the armed forces’ major equipment and support over a multi-year period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equipment Plan of the UK Ministry of Defence
Target entity description: The Equipment Plan of the UK Ministry of Defence is a long-term financial and capability programme that sets out how the department will fund, acquire, and sustain the armed forces’ major equipment and support over a multi-year period.
  • A. Capability Development Plan of the European Defence Agency
    The Capability Development Plan of the European Defence Agency is a strategic framework that guides EU countries in coordinating and prioritizing the development of their military capabilities to address current and future security needs.
  • B. 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.
  • C. British Army Intelligence, Surveillance and Reconnaissance capability
    The British Army Intelligence, Surveillance and Reconnaissance capability is the integrated force responsible for collecting, analyzing, and disseminating battlefield information to support military decision-making and operations.
  • D. Royal Air Force signals intelligence network
    The Royal Air Force signals intelligence network was a Cold War–era system of RAF stations dedicated to intercepting, analyzing, and exploiting radio and electronic communications for military and strategic intelligence.
  • E. Defence Digital
    Defence Digital is a UK Ministry of Defence organisation responsible for delivering and managing digital, data, and technology services across the armed forces and defence sector.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd868acc481909444c99a621cdbec completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83e1efb88190b79c2c6ac0e87647 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af84a15b5c8190bb68b6ff313adb6c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85aa5f548190a4ce1a4ff38ca5e3 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.