Triple
T10109245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Typhoon-class submarine |
E218198
|
entity |
| Predicate | sovietDesignation |
P18172
|
FINISHED |
| Object |
Project 941 Akula
Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
|
E843756
|
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: Project 941 Akula | Statement: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project 941 Akula Context triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
-
A.
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.
-
B.
Проект 671
Проект 671 is the Soviet nuclear-powered attack submarine class known in the West as the Victor-class, designed for high-speed, deep-water anti-submarine and anti-surface warfare during the Cold War.
-
C.
Project 636 diesel-electric submarines
Project 636 diesel-electric submarines are a class of Russian-built, stealth-enhanced Kilo-class submarines known for their quiet operation and export to multiple navies worldwide.
-
D.
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.
-
E.
Ula-class submarines
Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
- 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: Project 941 Akula Triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
Generated description
Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project 941 Akula Target entity description: Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
-
A.
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.
-
B.
Проект 671
Проект 671 is the Soviet nuclear-powered attack submarine class known in the West as the Victor-class, designed for high-speed, deep-water anti-submarine and anti-surface warfare during the Cold War.
-
C.
Project 636 diesel-electric submarines
Project 636 diesel-electric submarines are a class of Russian-built, stealth-enhanced Kilo-class submarines known for their quiet operation and export to multiple navies worldwide.
-
D.
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.
-
E.
Ula-class submarines
Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: sovietDesignation Context triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
-
A.
SovietDesignation
chosen
Indicates that an entity has been assigned an official designation or code name by Soviet authorities or according to Soviet classification systems.
-
B.
sovietArtilleryPieces
Indicates that the subject possesses or is associated with artillery pieces belonging to or originating from the Soviet military.
-
C.
commanderForSovietSide
Indicates that an entity serves as a military commander representing or leading forces on the Soviet side in a conflict or operation.
-
D.
SovietForceType
Indicates that the entity is classified as a type or category of Soviet military force.
-
E.
involvedUnitSoviet
Indicates that a Soviet military or organizational unit was involved in a particular event, operation, or action.
- F. None of above.
Provenance (6 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_69ca83da93fc8190b54e44bc2b34857c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd0cbd8a48190b2af6177d1249f58 |
completed | April 2, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e59ec83c8190a79fbb0d0de90310 |
completed | April 5, 2026, 10:43 p.m. |
| NEDg | Description generation | batch_69d2e6f0aa988190aa9a866afcc2a1a2 |
completed | April 5, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e78384f48190abb7bdd7fcadcd9a |
completed | April 5, 2026, 10:51 p.m. |
| PD | Predicate disambiguation | batch_69cd4b9ed7e48190aa132ef8a69b49f9 |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 9:03 p.m.