Triple
T2417901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Submarine Forces |
E52348
|
entity |
| Predicate | hasEquipment |
P2728
|
FINISHED |
| Object |
Suffren-class nuclear attack submarines
The Suffren-class nuclear attack submarines are a modern class of French Navy submarines designed for stealthy anti-submarine and anti-surface warfare, land-attack missions, and intelligence gathering.
|
E270733
|
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: Suffren-class nuclear attack submarines | Statement: [French Submarine Forces, hasEquipment, Suffren-class nuclear attack submarines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suffren-class nuclear attack submarines Context triple: [French Submarine Forces, hasEquipment, Suffren-class nuclear attack submarines]
-
A.
Rubis-class nuclear attack submarines
The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
-
B.
Skipjack-class nuclear submarines
The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
-
C.
Triomphant-class ballistic missile submarines
The Triomphant-class ballistic missile submarines are France’s current generation of nuclear-powered strategic deterrent submarines, designed to carry and launch submarine-launched ballistic missiles as part of the French nuclear arsenal.
-
D.
Astute-class submarine
The Astute-class submarine is a fleet of advanced nuclear-powered attack submarines built for the Royal Navy, known for their stealth, endurance, and sophisticated weapons and sensor systems.
-
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: Suffren-class nuclear attack submarines Triple: [French Submarine Forces, hasEquipment, Suffren-class nuclear attack submarines]
Generated description
The Suffren-class nuclear attack submarines are a modern class of French Navy submarines designed for stealthy anti-submarine and anti-surface warfare, land-attack missions, and intelligence gathering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suffren-class nuclear attack submarines Target entity description: The Suffren-class nuclear attack submarines are a modern class of French Navy submarines designed for stealthy anti-submarine and anti-surface warfare, land-attack missions, and intelligence gathering.
-
A.
Rubis-class nuclear attack submarines
The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
-
B.
Skipjack-class nuclear submarines
The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
-
C.
Triomphant-class ballistic missile submarines
The Triomphant-class ballistic missile submarines are France’s current generation of nuclear-powered strategic deterrent submarines, designed to carry and launch submarine-launched ballistic missiles as part of the French nuclear arsenal.
-
D.
Astute-class submarine
The Astute-class submarine is a fleet of advanced nuclear-powered attack submarines built for the Royal Navy, known for their stealth, endurance, and sophisticated weapons and sensor systems.
-
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
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_69ab495622948190bc6bc6e4cddaf645 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc950516c8190989591673de6b1f7 |
completed | March 7, 2026, 6:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af177ff6508190b549227f4cfd9876 |
completed | March 9, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_69af1aad7cf48190923ca22477614758 |
completed | March 9, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af1afeb07c8190a03b419d01a6ba8c |
completed | March 9, 2026, 7:09 p.m. |
Created at: March 6, 2026, 9:42 p.m.