Triple

T6839920
Position Surface form Disambiguated ID Type / Status
Subject Anzac-class frigate E157543 entity
Predicate hasUpgradeProgram P5357 FINISHED
Object Anzac Midlife Capability Assurance Program
The Anzac Midlife Capability Assurance Program is a comprehensive modernization initiative designed to extend the service life and enhance the combat, surveillance, and self-defense capabilities of Anzac-class frigates.
E623171 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: Anzac Midlife Capability Assurance Program | Statement: [Anzac-class frigate, hasUpgradeProgram, Anzac Midlife Capability Assurance Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anzac Midlife Capability Assurance Program
Context triple: [Anzac-class frigate, hasUpgradeProgram, Anzac Midlife Capability Assurance Program]
  • A. Australian Defence Force health system
    The Australian Defence Force health system is the integrated medical and health support network that delivers healthcare, clinical services, and operational medical support to members of Australia’s armed forces.
  • B. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • C. AS-90M Braveheart upgrade program
    The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
  • D. Squadron 2020 program
    The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
  • E. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • 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: Anzac Midlife Capability Assurance Program
Triple: [Anzac-class frigate, hasUpgradeProgram, Anzac Midlife Capability Assurance Program]
Generated description
The Anzac Midlife Capability Assurance Program is a comprehensive modernization initiative designed to extend the service life and enhance the combat, surveillance, and self-defense capabilities of Anzac-class frigates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anzac Midlife Capability Assurance Program
Target entity description: The Anzac Midlife Capability Assurance Program is a comprehensive modernization initiative designed to extend the service life and enhance the combat, surveillance, and self-defense capabilities of Anzac-class frigates.
  • A. Australian Defence Force health system
    The Australian Defence Force health system is the integrated medical and health support network that delivers healthcare, clinical services, and operational medical support to members of Australia’s armed forces.
  • B. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • C. AS-90M Braveheart upgrade program
    The AS-90M Braveheart upgrade program is a British modernization initiative to enhance the AS-90 self-propelled howitzer with improved firepower, range, and battlefield capabilities.
  • D. Squadron 2020 program
    The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
  • E. Aurora Incremental Modernization Project
    The Aurora Incremental Modernization Project is a phased upgrade initiative to enhance the capabilities, avionics, and mission systems of the Royal Canadian Air Force’s CP-140 Aurora maritime patrol aircraft fleet.
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d6b2ee248190991c3e827be75bb7 completed March 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fb02e0c8190ae1514875e03208a completed March 28, 2026, 1:32 a.m.
NEDg Description generation batch_69c7311ca4a081908ec2b1d0096b021f completed March 28, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:19 p.m.