Triple
T17328483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HMS Audacious |
E420749
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Astute-class programme
The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
|
E345096
|
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: Astute-class programme | Statement: [HMS Audacious, partOf, Astute-class programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Astute-class programme Context triple: [HMS Audacious, partOf, Astute-class programme]
-
A.
HMS Astute
HMS Astute is the lead nuclear-powered attack submarine of the Royal Navy’s Astute class, known for its advanced stealth, endurance, and weapons systems.
-
B.
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.
-
C.
Jubilee Class
The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
-
D.
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.
-
E.
DDG-1000 Zumwalt-class program
The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
- 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: Astute-class programme Triple: [HMS Audacious, partOf, Astute-class programme]
Generated description
The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Astute-class programme Target entity description: The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
-
A.
HMS Astute
chosen
HMS Astute is the lead nuclear-powered attack submarine of the Royal Navy’s Astute class, known for its advanced stealth, endurance, and weapons systems.
-
B.
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.
-
C.
Jubilee Class
The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
-
D.
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.
-
E.
DDG-1000 Zumwalt-class program
The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
- F. None of above.
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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d42154819093a240f677a63145 |
completed | April 19, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c4dff088190833122dbe2981045 |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018eecff38819092c801e4c9d3a8a0 |
completed | May 11, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018f50002c8190ae2457cefabacbbe |
completed | May 11, 2026, 8:12 a.m. |
Created at: April 10, 2026, 5:43 a.m.