Triple
T17894519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Russian nuclear triad |
E447398
|
entity |
| Predicate | seaLegPlatform |
P116388
|
FINISHED |
| Object |
Borei-class ballistic missile submarine
The Borei-class ballistic missile submarine is a modern Russian nuclear-powered strategic submarine designed to carry and launch intercontinental-range ballistic missiles as part of Russia’s sea-based nuclear deterrent.
|
E1296611
|
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: Borei-class ballistic missile submarine | Statement: [Russian nuclear triad, seaLegPlatform, Borei-class ballistic missile submarine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borei-class ballistic missile submarine Context triple: [Russian nuclear triad, seaLegPlatform, Borei-class ballistic missile submarine]
-
A.
Redoutable-class ballistic missile submarine
The Redoutable-class ballistic missile submarine was France’s first generation of nuclear-powered strategic missile submarines, forming the seaborne leg of its Cold War nuclear deterrent.
-
B.
Akula-class submarine
The Akula-class submarine is a series of nuclear-powered attack submarines developed by the Soviet Union during the Cold War, known for their improved stealth, speed, and advanced weaponry compared to earlier Soviet designs.
-
C.
Walrus-class submarine
The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
-
D.
Dreadnought-class ballistic missile submarine
The Dreadnought-class ballistic missile submarine is the United Kingdom’s next-generation nuclear-armed submarine class designed to replace the Royal Navy’s Vanguard-class as the cornerstone of its sea-based nuclear deterrent.
-
E.
Taigei-class submarine
The Taigei-class submarine is a modern Japanese diesel-electric attack submarine class featuring advanced stealth, sonar, and lithium-ion battery technology for the Japan Maritime Self-Defense Force.
- 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: Borei-class ballistic missile submarine Triple: [Russian nuclear triad, seaLegPlatform, Borei-class ballistic missile submarine]
Generated description
The Borei-class ballistic missile submarine is a modern Russian nuclear-powered strategic submarine designed to carry and launch intercontinental-range ballistic missiles as part of Russia’s sea-based nuclear deterrent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Borei-class ballistic missile submarine Target entity description: The Borei-class ballistic missile submarine is a modern Russian nuclear-powered strategic submarine designed to carry and launch intercontinental-range ballistic missiles as part of Russia’s sea-based nuclear deterrent.
-
A.
Redoutable-class ballistic missile submarine
The Redoutable-class ballistic missile submarine was France’s first generation of nuclear-powered strategic missile submarines, forming the seaborne leg of its Cold War nuclear deterrent.
-
B.
Akula-class submarine
The Akula-class submarine is a series of nuclear-powered attack submarines developed by the Soviet Union during the Cold War, known for their improved stealth, speed, and advanced weaponry compared to earlier Soviet designs.
-
C.
Walrus-class submarine
The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
-
D.
Dreadnought-class ballistic missile submarine
The Dreadnought-class ballistic missile submarine is the United Kingdom’s next-generation nuclear-armed submarine class designed to replace the Royal Navy’s Vanguard-class as the cornerstone of its sea-based nuclear deterrent.
-
E.
Taigei-class submarine
The Taigei-class submarine is a modern Japanese diesel-electric attack submarine class featuring advanced stealth, sonar, and lithium-ion battery technology for the Japan Maritime Self-Defense Force.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49d7ccf808190b4c1fd477043bcc8 |
completed | April 19, 2026, 9:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03212581ec81908efa3f372e69a47d |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a032250fe1c81909fdca0f670ca7e2d |
completed | May 12, 2026, 12:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0322b2aa7c8190a8fbd21403a59c3b |
completed | May 12, 2026, 12:53 p.m. |
Created at: April 10, 2026, 10:19 a.m.