Triple

T7228683
Position Surface form Disambiguated ID Type / Status
Subject Canberra-class landing helicopter dock E154847 entity
Predicate procurementProgram P75731 FINISHED
Object Australian Defence Force amphibious capability project
The Australian Defence Force amphibious capability project is a major modernization initiative to enhance Australia’s expeditionary and amphibious warfare capacity, centered on acquiring and integrating large amphibious assault ships and supporting assets.
E154847 NE FINISHED

How this triple was built (5 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: Australian Defence Force amphibious capability project | Statement: [Canberra-class landing helicopter dock, procurementProgram, Australian Defence Force amphibious capability project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Defence Force amphibious capability project
Context triple: [Canberra-class landing helicopter dock, procurementProgram, Australian Defence Force amphibious capability project]
  • A. Future Surface Combatant programme
    The Future Surface Combatant programme was a Royal Navy procurement initiative to develop a new class of advanced warships, which ultimately evolved into the Type 26 frigate project.
  • B. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • C. Canberra-class landing helicopter dock
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • D. 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.
  • E. Philippine Navy Modernization Program
    The Philippine Navy Modernization Program is a long-term initiative to upgrade the Navy’s ships, aircraft, weapons, and infrastructure to enhance the country’s maritime defense and security 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: Australian Defence Force amphibious capability project
Triple: [Canberra-class landing helicopter dock, procurementProgram, Australian Defence Force amphibious capability project]
Generated description
The Australian Defence Force amphibious capability project is a major modernization initiative to enhance Australia’s expeditionary and amphibious warfare capacity, centered on acquiring and integrating large amphibious assault ships and supporting assets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Defence Force amphibious capability project
Target entity description: The Australian Defence Force amphibious capability project is a major modernization initiative to enhance Australia’s expeditionary and amphibious warfare capacity, centered on acquiring and integrating large amphibious assault ships and supporting assets.
  • A. Future Surface Combatant programme
    The Future Surface Combatant programme was a Royal Navy procurement initiative to develop a new class of advanced warships, which ultimately evolved into the Type 26 frigate project.
  • B. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • C. Canberra-class landing helicopter dock chosen
    The Canberra-class landing helicopter dock is a class of large amphibious assault ships that serve as the Royal Australian Navy’s primary helicopter carriers and expeditionary warfare platforms.
  • D. 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.
  • E. Philippine Navy Modernization Program
    The Philippine Navy Modernization Program is a long-term initiative to upgrade the Navy’s ships, aircraft, weapons, and infrastructure to enhance the country’s maritime defense and security capabilities.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: procurementProgram
Context triple: [Canberra-class landing helicopter dock, procurementProgram, Australian Defence Force amphibious capability project]
  • A. procurementMethod
    Indicates the specific process or approach used to acquire goods, services, or works (e.g., open tender, direct purchase, negotiated procedure).
  • B. procurementPartner
    Indicates that one entity serves as a supplier or provider responsible for acquiring goods or services on behalf of another entity.
  • C. roleInProcurement
    Indicates that an entity holds a specific role or responsibility within a procurement process or activity.
  • D. sponsoredPrograms
    Indicates that an entity provides financial or resource support to specific programs or initiatives.
  • E. agencyProgramme
    Indicates that an agency is responsible for, manages, or is associated with a particular programme.
  • F. None of above. chosen

Provenance (7 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9e0ba248190a57a3b4fa8b858c7 completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc1cdfb88190934387e44531b732 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cdb372c481908a09df2107ada8c3 completed March 28, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7cebb70c881908e851556b678342a completed March 28, 2026, 12:51 p.m.
PD Predicate disambiguation batch_69c6e761b7fc8190857794d78af1b468 completed March 27, 2026, 8:24 p.m.
PDg Predicate description generation batch_69c6e8b5f6508190af28e06a7959d717 completed March 27, 2026, 8:29 p.m.
Created at: March 27, 2026, 2:54 p.m.