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.