Triple

T5365707
Position Surface form Disambiguated ID Type / Status
Subject Ajax family (in British Army service) E103123 entity
Predicate partOf P40 FINISHED
Object British Army modernisation programme
The British Army modernisation programme is a long-term initiative to transform the Army’s capabilities, equipment, and structure for contemporary and future warfare, including the introduction of advanced armoured vehicles, digital systems, and updated combat doctrines.
E515973 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: British Army modernisation programme | Statement: [Ajax family (in British Army service), partOf, British Army modernisation programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: British Army modernisation programme
Context triple: [Ajax family (in British Army service), partOf, British Army modernisation programme]
  • A. 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.
  • B. 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.
  • C. British Army Multi-Terrain Pattern (MTP) combat dress
    The British Army Multi-Terrain Pattern (MTP) combat dress is a camouflage uniform designed to provide effective concealment across a wide range of environments, from woodland to desert.
  • D. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • 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: British Army modernisation programme
Triple: [Ajax family (in British Army service), partOf, British Army modernisation programme]
Generated description
The British Army modernisation programme is a long-term initiative to transform the Army’s capabilities, equipment, and structure for contemporary and future warfare, including the introduction of advanced armoured vehicles, digital systems, and updated combat doctrines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: British Army modernisation programme
Target entity description: The British Army modernisation programme is a long-term initiative to transform the Army’s capabilities, equipment, and structure for contemporary and future warfare, including the introduction of advanced armoured vehicles, digital systems, and updated combat doctrines.
  • A. 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.
  • B. 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.
  • C. British Army Multi-Terrain Pattern (MTP) combat dress
    The British Army Multi-Terrain Pattern (MTP) combat dress is a camouflage uniform designed to provide effective concealment across a wide range of environments, from woodland to desert.
  • D. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865eb23481908d32fae4efd86efa completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29205b188190a19cacbded1d5418 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a09891c81908509695a41d1aa02 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:02 p.m.